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7d8e8ab02566 | [
{
"role": "system",
"content": "You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KP... | etsi_zsm | eMBB | 1 | 000002 | SON self-optimization | telecom | Network Operations Center | 20 | 99 | 200 | 150 | 5,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 7d8e8ab02566 | single_turn | You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KPI targets, constraints, and context (tempora... | Provision a high-throughput network slice for SON self-optimization. Location: Network Operations Center. Performance targets: DL 200 Mbps, UL 150 Mbps, latency ≤20 ms, reliability ≥99.0%, capacity for 5000 UEs. | {
"zsmIntent": {
"intentId": "zsm-intent-221c68d34ed1",
"intentType": "QoSIntent",
"intentOwner": {
"ownerId": "owner-ff2bfd",
"ownerType": "ManagementFunction",
"ownerDomain": "telecom_management"
},
"intentExpression": {
"objectives": [
{
"objectiveId": ... | provision a high-throughput network slice for <use_case>. location: <region>. performance targets: dl <num> mbps, ul <num> mbps, latency ≤<num> ms, reliability ≥<num>%, capacity for <num> ues. | tpl_f1d2618a2c8d | scn_201d61577eee47e6 | jsonstruct_ac37180e6428f2c0 | zsmIntent | true | true | true | true | true | 2,048 | 895 | true | true | 0.059976 | 0.004994 | 0.059976 | train_base |
e71f9c62e165 | [
{
"role": "system",
"content": "You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink... | camara | URLLC | 2 | 000003 | network function virtualization orchestration | telecom | Industrial Zone North | 10 | 99.9999 | 50 | 50 | 5,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | e71f9c62e165 | single_turn | You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink/uplink, maxNumberOfUEs), areaOfService, and... | We need an ultra-reliable low-latency slice for network function virtualization orchestration at Industrial Zone North. Critical requirements: latency must be below 10 ms, reliability at least 99.9999%, with 50 Mbps downlink and 50 Mbps uplink for 5000 devices. | {
"networkSliceBooking": {
"sliceType": "URLLC",
"sliceProfile": {
"latencyTarget": 10,
"reliability": 99.9999,
"throughput": {
"downlink": 50,
"uplink": 50
},
"maxNumberOfUEs": 5000
},
"areaOfService": {
"region": "Industrial Zone North",
"cen... | we need an ultra-reliable low-latency slice for <use_case> at <region>. critical requirements: latency must be below <num> ms, reliability at least <num>%, with <num> mbps downlink and <num> mbps uplink for <num> devices. | tpl_4fe9bcb49c25 | scn_0643692643428c0d | jsonstruct_afb65569818f537c | networkSliceBooking | true | true | true | true | true | 2,048 | 423 | true | true | 0.013433 | 0.004994 | 0.013433 | train_base |
b7ad0662d129 | [
{
"role": "system",
"content": "You are a TMF921-compliant Intent Lifecycle Manager. Given a resume request, output the TMF921 Intent PATCH operation JSON that transitions the intent from Suspended back to Active state."
},
{
"role": "user",
"content": "Resume the previously suspended intent 'eM... | tmf921_lifecycle_resume | eMBB | 1 | 000002 | border surveillance network | public_safety | City Emergency Zone | 50 | 99 | 300 | 25 | 5,000 | resume | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | b7ad0662d129 | single_turn | You are a TMF921-compliant Intent Lifecycle Manager. Given a resume request, output the TMF921 Intent PATCH operation JSON that transitions the intent from Suspended back to Active state. | Resume the previously suspended intent 'eMBB Slice - Border Surveillance Network' (ID: intent-641ded061a45). Reactivate the network slice with the original configuration. | {
"intentPatch": {
"id": "intent-641ded061a45",
"lifecycleState": "Active",
"fulfillmentInfo": {
"fulfillmentStatus": "InProgress",
"resumptionDate": "2026-04-24T09:11:31Z",
"resumptionAction": "RestoreFromSuspended"
},
"@type": "IntentUpdate"
}
} | resume the previously suspended intent 'embb slice - <use_case>' (id: intent-<hex>). reactivate the network slice with the original configuration. | tpl_dac429a2b95b | scn_d7868f00912dc982 | jsonstruct_34ab073c6822d7da | intentPatch | true | true | true | true | true | 2,048 | 194 | true | true | 0.061314 | 0.066815 | 0.30657 | train_base |
2237d02b8112 | [
{
"role": "system",
"content": "You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink... | camara | eMBB | 1 | 000001 | baggage tracking RFID | aviation | Airport Terminal Area | 50 | 99.99 | 800 | 75 | 50,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 2237d02b8112 | single_turn | You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink/uplink, maxNumberOfUEs), areaOfService, and... | We're launching baggage tracking RFID at Airport Terminal Area and need dedicated network capacity. Please allocate a slice with 800 Mbps DL, 75 Mbps UL, latency below 50 ms, and capacity for 50000 devices at 99.99% availability. | {
"networkSliceBooking": {
"sliceType": "eMBB",
"sliceProfile": {
"latencyTarget": 50,
"reliability": 99.99,
"throughput": {
"downlink": 800,
"uplink": 75
},
"maxNumberOfUEs": 50000
},
"areaOfService": {
"region": "Airport Terminal Area",
"cent... | we're launching <use_case> at <region> and need dedicated network capacity. please allocate a slice with <num> mbps dl, <num> mbps ul, latency below <num> ms, and capacity for <num> devices at <num>% availability. | tpl_c22fb4a23567 | scn_3d84c85749a5172c | jsonstruct_afb65569818f537c | networkSliceBooking | true | true | true | true | true | 2,048 | 408 | true | true | 0.058321 | 0.004994 | 0.058321 | train_base |
b31ebbe8112b | [
{
"role": "system",
"content": "You are a 5G O1 interface configuration manager compliant with 3GPP TS 28.541 NR Network Resource Model. Given a natural language request, output a valid O1 NRM configuration JSON with ManagedElement, GNBDUFunction, NRCellDU (including cellLocalId, arfcnDL, bSChannelBwDL), an... | o1_nrm | V2X | 4 | 000002 | worker safety wearable mesh | construction | Infrastructure Corridor | 3 | 99.99 | 200 | 100 | 50 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | b31ebbe8112b | single_turn | You are a 5G O1 interface configuration manager compliant with 3GPP TS 28.541 NR Network Resource Model. Given a natural language request, output a valid O1 NRM configuration JSON with ManagedElement, GNBDUFunction, NRCellDU (including cellLocalId, arfcnDL, bSChannelBwDL), and rrmPolicyMemberList (with snssai, rrmPolic... | Our construction project requires a V2X slice for worker safety wearable mesh. Coverage area: Infrastructure Corridor. Latency: ≤3 ms. Reliability: ≥99.99%. Bandwidth: 200 Mbps DL, 100 Mbps UL. Capacity: 50 UEs. | {
"ManagedElement": {
"id": "gNB-009",
"GNBDUFunction": {
"id": "DU-035",
"gNBId": 9,
"gNBIdLength": 22,
"NRCellDU": {
"id": "NRCellDU-035-002",
"cellLocalId": 2,
"operationalState": "ENABLED",
"administrativeState": "UNLOCKED",
"nrFrequencyRef":... | our <sector> project requires a v2x slice for <use_case>. coverage area: <region>. latency: ≤<num> ms. reliability: ≥<num>%. bandwidth: <num> mbps dl, <num> mbps ul. capacity: <num> ues. | tpl_ef9d1e5073b3 | scn_251537c8fab8246a | jsonstruct_243881afe5ee15a5 | ManagedElement | true | true | true | true | true | 2,048 | 559 | true | true | 0.060302 | 0.004994 | 0.060302 | train_base |
789a56fcd2d9 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, in... | tmf921 | mMTC | 3 | 000001 | irrigation IoT control | agriculture | Hospital Campus | 30 | 99.5 | 0.5 | 1 | 10,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 789a56fcd2d9 | single_turn | You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, intentExpression containing IntentExpectation ... | Set up a massive IoT connectivity slice: irrigation IoT control at Hospital Campus, supporting 10000 endpoints. DL/UL targets: 0.5/1 Mbps. Latency tolerance: 30 ms. Service reliability: 99.5%. | {
"id": "intent-e0d6eaab41ac",
"href": "/tmf-api/intentManagement/v4/intent/intent-e0d6eaab41ac",
"name": "mMTC Slice - Irrigation Iot Control",
"description": "Intent for irrigation IoT control at Hospital Campus with mMTC service level",
"lifecycleState": "Active",
"priority": 4,
"intentExpression": {
... | set up a massive iot connectivity slice: <use_case> at <region>, supporting <num> endpoints. dl/ul targets: <num>/<num> mbps. latency tolerance: <num> ms. service reliability: <num>%. | tpl_327b9b2f66a0 | scn_56643dc24617858a | jsonstruct_b2f47d0546174337 | tmf921_root | true | true | true | true | true | 2,048 | 1,282 | true | true | 0.013828 | 0.004994 | 0.013828 | train_base |
79d8751db8b2 | [
{
"role": "system",
"content": "You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInst... | intent_3gpp | V2X | 4 | 000001 | warehouse fulfillment robotics | retail | Factory Complex A | 5 | 99.9999 | 100 | 150 | 50 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 79d8751db8b2 | single_turn | You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInstance including sNSSAI), expectationTargets (... | Provision a vehicular communications slice for warehouse fulfillment robotics in Factory Complex A. Maximum allowable latency: 5 ms. Reliability SLA: 99.9999%. DL/UL throughput: 100/150 Mbps. Connected vehicles: up to 50. | {
"intent": {
"id": "intent-V2X-733a077194b4",
"name": "Warehouse Fulfillment Robotics V2X Intent",
"lifecycleStatus": "active",
"intentExpectation": [
{
"expectationId": "exp-fbd22c6550be",
"expectationVerb": "ENSURE",
"expectationObject": {
"objectType": "NW_S... | provision a vehicular communications slice for <use_case> in <region>. maximum allowable latency: <num> ms. reliability sla: <num>%. dl/ul throughput: <num>/<num> mbps. connected vehicles: up to <num>. | tpl_1f4deeddd9a2 | scn_a4f7aaa17da79691 | jsonstruct_7ef9b21573c6e0b2 | intent | true | true | true | true | true | 2,048 | 714 | true | true | 0.013477 | 0.004994 | 0.013477 | train_base |
13a58db8cff0 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, in... | tmf921 | eMBB | 1 | 000002 | public WiFi mesh backhaul | smart_city | Healthcare Park | 20 | 99.95 | 200 | 50 | 50,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 13a58db8cff0 | single_turn | You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, intentExpression containing IntentExpectation ... | I need a high-bandwidth network slice for public WiFi mesh backhaul in Healthcare Park. The slice should support at least 200 Mbps downlink and 50 Mbps uplink with latency under 20 ms for up to 50000 simultaneous users. | {
"id": "intent-33bc9ec3f575",
"href": "/tmf-api/intentManagement/v4/intent/intent-33bc9ec3f575",
"name": "eMBB Slice - Public Wifi Mesh Backhaul",
"description": "Intent for public WiFi mesh backhaul at Healthcare Park with eMBB service level",
"lifecycleState": "Active",
"priority": 4,
"intentExpression... | i need a high-bandwidth network slice for <use_case> in <region>. the slice should support at least <num> mbps downlink and <num> mbps uplink with latency under <num> ms for up to <num> simultaneous users. | tpl_b957d155ad85 | scn_4a4737912aa3020b | jsonstruct_295d771eeadc77de | tmf921_root | true | true | true | true | true | 2,048 | 1,291 | true | true | 0.013461 | 0.004994 | 0.013461 | train_base |
f24e864a1113 | [
{
"role": "system",
"content": "You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInst... | intent_3gpp | eMBB | 1 | 000001 | aircraft maintenance IoT | aviation | Healthcare Park | 80 | 99 | 1,000 | 150 | 5,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | f24e864a1113 | single_turn | You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInstance including sNSSAI), expectationTargets (... | Set up an enhanced mobile broadband slice dedicated to aircraft maintenance IoT. Requirements: minimum 1000 Mbps download speed, 150 Mbps upload, less than 80 ms round-trip delay, serving area is Healthcare Park, expecting 5000 connected devices. | {
"intent": {
"id": "intent-eMBB-bd7797524a48",
"name": "Aircraft Maintenance Iot eMBB Intent",
"lifecycleStatus": "active",
"intentExpectation": [
{
"expectationId": "exp-7025f00cc1b4",
"expectationVerb": "DELIVER",
"expectationObject": {
"objectType": "NW_SLIC... | set up an enhanced mobile broadband slice dedicated to <use_case>. requirements: minimum <num> mbps download speed, <num> mbps upload, less than <num> ms round-trip delay, serving area is <region>, expecting <num> connected devices. | tpl_c559e2f31975 | scn_9e7a424ee74dbc19 | jsonstruct_7ef9b21573c6e0b2 | intent | true | true | true | true | true | 2,048 | 714 | true | true | 0.013461 | 0.004994 | 0.013461 | train_base |
97f797fdd34d | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, in... | tmf921 | URLLC | 2 | 000002 | RAN energy saving automation | telecom | Network Operations Center | 3 | 99.999 | 20 | 100 | 20 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 97f797fdd34d | single_turn | You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, intentExpression containing IntentExpectation ... | Urgent: configure a low-latency slice for RAN energy saving automation in Network Operations Center. This is safety-critical — latency cannot exceed 3 ms, reliability must be 99.999% or higher. Bandwidth: 20/100 Mbps DL/UL. Supporting 20 endpoints. | {
"id": "intent-1961ad02e1f2",
"href": "/tmf-api/intentManagement/v4/intent/intent-1961ad02e1f2",
"name": "URLLC Slice - Ran Energy Saving Automation",
"description": "Intent for RAN energy saving automation at Network Operations Center with URLLC service level",
"lifecycleState": "Active",
"priority": 2,
... | urgent: configure a low-latency slice for <use_case> in <region>. this is safety-critical — latency cannot exceed <num> ms, reliability must be <num>% or higher. bandwidth: <num>/<num> mbps dl/ul. supporting <num> endpoints. | tpl_373afd67e108 | scn_71199401d558e1bc | jsonstruct_295d771eeadc77de | tmf921_root | true | true | true | true | true | 2,048 | 1,298 | true | true | 0.059976 | 0.004994 | 0.059976 | train_base |
f2665e2340e0 | [
{
"role": "system",
"content": "You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInst... | intent_3gpp | HMTC | 5 | 000002 | solar panel IoT management | energy | Healthcare Park | 1 | 99.9999 | 200 | 50 | 1,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | f2665e2340e0 | single_turn | You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInstance including sNSSAI), expectationTargets (... | Provision a high-performance MTC slice for solar panel IoT management. Location: Healthcare Park. Targets: 1 ms latency, 99.9999% reliability, 200/50 Mbps DL/UL bandwidth, 1000 machine endpoints. | {
"intent": {
"id": "intent-HMTC-a69626f3fedb",
"name": "Solar Panel Iot Management HMTC Intent",
"lifecycleStatus": "active",
"intentExpectation": [
{
"expectationId": "exp-821298fd5c33",
"expectationVerb": "ENSURE",
"expectationObject": {
"objectType": "NW_SLI... | provision a high-performance mtc slice for <use_case>. location: <region>. targets: <num> ms latency, <num>% reliability, <num>/<num> mbps dl/ul bandwidth, <num> machine endpoints. | tpl_9d407d3bb44b | scn_c98f97e33b399385 | jsonstruct_7ef9b21573c6e0b2 | intent | true | true | true | true | true | 2,048 | 710 | true | true | 0.013461 | 0.004994 | 0.013461 | train_base |
64fbb3f2271d | [
{
"role": "system",
"content": "You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInst... | intent_3gpp | URLLC | 2 | 000002 | industrial robot coordination | manufacturing | Medical Center District | 3 | 99.999 | 300 | 75 | 1,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 64fbb3f2271d | single_turn | You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInstance including sNSSAI), expectationTargets (... | We require a URLLC-grade slice in Medical Center District for industrial robot coordination. Performance envelope: 3 ms max latency, 99.999% min reliability, 300 Mbps/75 Mbps DL/UL, serving up to 1000 UEs. | {
"intent": {
"id": "intent-URLLC-18d2ebaad01a",
"name": "Industrial Robot Coordination URLLC Intent",
"lifecycleStatus": "active",
"intentExpectation": [
{
"expectationId": "exp-142186b2f3c1",
"expectationVerb": "DELIVER",
"expectationObject": {
"objectType": "... | we require a urllc-grade slice in <region> for <use_case>. performance envelope: <num> ms max latency, <num>% min reliability, <num> mbps/<num> mbps dl/ul, serving up to <num> ues. | tpl_bc17c9d90fe4 | scn_9dbb2f0e5406e15f | jsonstruct_7ef9b21573c6e0b2 | intent | true | true | true | true | true | 2,048 | 713 | true | true | 0.013422 | 0.004994 | 0.013422 | train_base |
e1ac5952623d | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, in... | tmf921 | MPS | 5 | 000004 | concrete pour monitoring | construction | Building Development Zone | 10 | 99.999 | 25 | 100 | 1,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | e1ac5952623d | single_turn | You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, intentExpression containing IntentExpectation ... | Deploy a priority public safety network slice for concrete pour monitoring in Building Development Zone. Performance: latency ≤10 ms, reliability ≥99.999%, DL 25 Mbps, UL 100 Mbps, 1000 user devices with preemption priority. | {
"id": "intent-5bebf3a64922",
"href": "/tmf-api/intentManagement/v4/intent/intent-5bebf3a64922",
"name": "MPS Slice - Concrete Pour Monitoring",
"description": "Intent for concrete pour monitoring at Building Development Zone with MPS service level",
"lifecycleState": "Active",
"priority": 1,
"intentExpr... | deploy a priority public safety network slice for <use_case> in <region>. performance: latency ≤<num> ms, reliability ≥<num>%, dl <num> mbps, ul <num> mbps, <num> user devices with preemption priority. | tpl_77b26e393a17 | scn_b1b8a8fbc77e7a81 | jsonstruct_295d771eeadc77de | tmf921_root | true | true | true | true | true | 2,048 | 1,279 | true | true | 0.062137 | 0.004994 | 0.062137 | train_base |
7063d43d9323 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, in... | tmf921 | eMBB | 1 | 000001 | cashierless checkout system | retail | Shopping Mall Complex | 20 | 99 | 300 | 75 | 500 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 7063d43d9323 | single_turn | You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, intentExpression containing IntentExpectation ... | I need a high-bandwidth network slice for cashierless checkout system in Shopping Mall Complex. The slice should support at least 300 Mbps downlink and 75 Mbps uplink with latency under 20 ms for up to 500 simultaneous users. | {
"id": "intent-afaa47980b56",
"href": "/tmf-api/intentManagement/v4/intent/intent-afaa47980b56",
"name": "eMBB Slice - Cashierless Checkout System",
"description": "Intent for cashierless checkout system at Shopping Mall Complex with eMBB service level",
"lifecycleState": "Active",
"priority": 5,
"intent... | i need a high-bandwidth network slice for <use_case> in <region>. the slice should support at least <num> mbps downlink and <num> mbps uplink with latency under <num> ms for up to <num> simultaneous users. | tpl_b957d155ad85 | scn_fc2337439fef3bae | jsonstruct_295d771eeadc77de | tmf921_root | true | true | true | true | true | 2,048 | 1,283 | true | true | 0.062017 | 0.004994 | 0.062017 | train_base |
adcfd70bef57 | [
{
"role": "system",
"content": "You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink... | camara | MPS | 5 | 000003 | greenhouse climate automation | agriculture | Rural Coverage Area | 5 | 99.999 | 25 | 10 | 10 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | adcfd70bef57 | single_turn | You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink/uplink, maxNumberOfUEs), areaOfService, and... | We need an MPS slice for greenhouse climate automation. Area: Rural Coverage Area. This is highest priority — latency must be 5 ms or less, 99.999% reliability guaranteed, 25/10 Mbps DL/UL, 10 devices. | {
"networkSliceBooking": {
"sliceType": "MPS",
"sliceProfile": {
"latencyTarget": 5,
"reliability": 99.999,
"throughput": {
"downlink": 25,
"uplink": 10
},
"maxNumberOfUEs": 10
},
"areaOfService": {
"region": "Rural Coverage Area",
"center": {
... | we need an mps slice for <use_case>. area: <region>. this is highest priority — latency must be <num> ms or less, <num>% reliability guaranteed, <num>/<num> mbps dl/ul, <num> devices. | tpl_98a8ae850284 | scn_38ccb694854518d1 | jsonstruct_afb65569818f537c | networkSliceBooking | true | true | true | true | true | 2,048 | 402 | true | true | 0.058026 | 0.004994 | 0.058026 | train_base |
e1d10f91c8cb | [
{
"role": "system",
"content": "You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInst... | intent_3gpp | eMBB | 1 | 000001 | immersive VR concert streaming | media | Convention Center | 50 | 99.99 | 500 | 200 | 10,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | e1d10f91c8cb | single_turn | You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInstance including sNSSAI), expectationTargets (... | I need a high-bandwidth network slice for immersive VR concert streaming in Convention Center. The slice should support at least 500 Mbps downlink and 200 Mbps uplink with latency under 50 ms for up to 10000 simultaneous users. | {
"intent": {
"id": "intent-eMBB-82aeeb53641a",
"name": "Immersive Vr Concert Streaming eMBB Intent",
"lifecycleStatus": "active",
"intentExpectation": [
{
"expectationId": "exp-2ba7da45fdb4",
"expectationVerb": "DELIVER",
"expectationObject": {
"objectType": "N... | i need a high-bandwidth network slice for <use_case> in <region>. the slice should support at least <num> mbps downlink and <num> mbps uplink with latency under <num> ms for up to <num> simultaneous users. | tpl_b957d155ad85 | scn_85963b096f8d382b | jsonstruct_7ef9b21573c6e0b2 | intent | true | true | true | true | true | 2,048 | 713 | true | true | 0.057639 | 0.004994 | 0.057639 | train_base |
49a33de18821 | [
{
"role": "system",
"content": "You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KP... | etsi_zsm | eMBB | 1 | 000001 | tactical edge computing mesh | defense | Industrial Zone North | 50 | 99.9 | 100 | 200 | 100 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 49a33de18821 | single_turn | You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KPI targets, constraints, and context (tempora... | Request a new eMBB network slice: purpose is tactical edge computing mesh, deployment area Industrial Zone North, 100/200 Mbps DL/UL targets, 50 ms max latency, 99.9% reliability SLA, device pool of 100. | {
"zsmIntent": {
"intentId": "zsm-intent-62a01998c9cc",
"intentType": "QoSIntent",
"intentOwner": {
"ownerId": "owner-edace4",
"ownerType": "ManagementFunction",
"ownerDomain": "defense_management"
},
"intentExpression": {
"objectives": [
{
"objectiveId": ... | request a new embb network slice: purpose is <use_case>, deployment area <region>, <num>/<num> mbps dl/ul targets, <num> ms max latency, <num>% reliability sla, device pool of <num>. | tpl_0828b1dcbee9 | scn_44f7e8f1788139b1 | jsonstruct_ac37180e6428f2c0 | zsmIntent | true | true | true | true | true | 2,048 | 895 | true | true | 0.013433 | 0.004994 | 0.013433 | train_base |
bc4bb6966976 | [
{
"role": "system",
"content": "You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KP... | etsi_zsm | MPS | 5 | 000003 | cold chain temperature monitoring | logistics | Hospital Campus | 20 | 99.999 | 50 | 50 | 50 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | bc4bb6966976 | single_turn | You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KPI targets, constraints, and context (tempora... | We need an MPS slice for cold chain temperature monitoring. Area: Hospital Campus. This is highest priority — latency must be 20 ms or less, 99.999% reliability guaranteed, 50/50 Mbps DL/UL, 50 devices. | {
"zsmIntent": {
"intentId": "zsm-intent-13d6a8b7ce20",
"intentType": "NetworkSliceIntent",
"intentOwner": {
"ownerId": "owner-d8cf86",
"ownerType": "ManagementFunction",
"ownerDomain": "logistics_management"
},
"intentExpression": {
"objectives": [
{
"obj... | we need an mps slice for <use_case>. area: <region>. this is highest priority — latency must be <num> ms or less, <num>% reliability guaranteed, <num>/<num> mbps dl/ul, <num> devices. | tpl_98a8ae850284 | scn_86b523a9a59dbc7f | jsonstruct_ac37180e6428f2c0 | zsmIntent | true | true | true | true | true | 2,048 | 894 | true | true | 0.013828 | 0.004994 | 0.013828 | train_base |
459cab97f1bb | [
{
"role": "system",
"content": "You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInst... | intent_3gpp | URLLC | 2 | 000003 | worker safety wearable mesh | construction | Construction Site Gamma | 1 | 99.9999 | 20 | 10 | 10 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 459cab97f1bb | single_turn | You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInstance including sNSSAI), expectationTargets (... | We require a URLLC-grade slice in Construction Site Gamma for worker safety wearable mesh. Performance envelope: 1 ms max latency, 99.9999% min reliability, 20 Mbps/10 Mbps DL/UL, serving up to 10 UEs. | {
"intent": {
"id": "intent-URLLC-84dc0e308138",
"name": "Worker Safety Wearable Mesh URLLC Intent",
"lifecycleStatus": "active",
"intentExpectation": [
{
"expectationId": "exp-60c09cbef96b",
"expectationVerb": "DELIVER",
"expectationObject": {
"objectType": "NW... | we require a urllc-grade slice in <region> for <use_case>. performance envelope: <num> ms max latency, <num>% min reliability, <num> mbps/<num> mbps dl/ul, serving up to <num> ues. | tpl_bc17c9d90fe4 | scn_58fd52b18aa9597f | jsonstruct_7ef9b21573c6e0b2 | intent | true | true | true | true | true | 2,048 | 711 | true | true | 0.058621 | 0.004994 | 0.058621 | train_base |
fcc21b485c1d | [
{
"role": "system",
"content": "You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInst... | intent_3gpp | eMBB | 1 | 000002 | irrigation IoT control | agriculture | Factory Complex A | 50 | 99.95 | 500 | 25 | 100 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | fcc21b485c1d | single_turn | You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInstance including sNSSAI), expectationTargets (... | I need a high-bandwidth network slice for irrigation IoT control in Factory Complex A. The slice should support at least 500 Mbps downlink and 25 Mbps uplink with latency under 50 ms for up to 100 simultaneous users. | {
"intent": {
"id": "intent-eMBB-7c2c4f0f91a0",
"name": "Irrigation Iot Control eMBB Intent",
"lifecycleStatus": "active",
"intentExpectation": [
{
"expectationId": "exp-d014527f1587",
"expectationVerb": "ENSURE",
"expectationObject": {
"objectType": "NW_SLICE",... | i need a high-bandwidth network slice for <use_case> in <region>. the slice should support at least <num> mbps downlink and <num> mbps uplink with latency under <num> ms for up to <num> simultaneous users. | tpl_b957d155ad85 | scn_4210129141a659af | jsonstruct_7ef9b21573c6e0b2 | intent | true | true | true | true | true | 2,048 | 711 | true | true | 0.013477 | 0.004994 | 0.013477 | train_base |
e8d9a0ae581c | [
{
"role": "system",
"content": "You are an O-RAN Non-RT RIC policy engine compliant with O-RAN WG2 A1 interface specification. Given a natural language description of a RAN policy requirement, output a valid A1 Policy JSON object with policyId, policyTypeId, scope (ueId, groupId, cellId), qosObjectives (gfb... | a1_policy | eMBB | 1 | 000003 | stadium multi-angle replay | media | Healthcare Park | 50 | 99 | 800 | 150 | 10,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | e8d9a0ae581c | single_turn | You are an O-RAN Non-RT RIC policy engine compliant with O-RAN WG2 A1 interface specification. Given a natural language description of a RAN policy requirement, output a valid A1 Policy JSON object with policyId, policyTypeId, scope (ueId, groupId, cellId), qosObjectives (gfbr, mfbr, priorityLevel, pdb), and resourceAl... | Provision a high-throughput network slice for stadium multi-angle replay. Location: Healthcare Park. Performance targets: DL 800 Mbps, UL 150 Mbps, latency ≤50 ms, reliability ≥99.0%, capacity for 10000 UEs. | {
"a1Policy": {
"policyId": "a1-pol-embb-d6fc02",
"policyTypeId": "QoSTarget",
"scope": {
"ueId": null,
"groupId": "slice-embb-0dc4c0",
"cellId": "cell-047",
"sNSSAI": {
"sst": 1,
"sd": "000001"
}
},
"qosObjectives": {
"gfbr": 800,
"mfbr": ... | provision a high-throughput network slice for <use_case>. location: <region>. performance targets: dl <num> mbps, ul <num> mbps, latency ≤<num> ms, reliability ≥<num>%, capacity for <num> ues. | tpl_f1d2618a2c8d | scn_3ac21c6a2361910e | jsonstruct_6ec15e705995c5fc | a1Policy | true | true | true | true | true | 2,048 | 439 | true | true | 0.013461 | 0.004994 | 0.013461 | train_base |
32b02c5f4146 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, in... | tmf921 | URLLC | 2 | 000003 | emergency triage communications | healthcare | Healthcare Park | 1 | 99.999 | 100 | 50 | 50 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 32b02c5f4146 | single_turn | You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, intentExpression containing IntentExpectation ... | Urgent: configure a low-latency slice for emergency triage communications in Healthcare Park. This is safety-critical — latency cannot exceed 1 ms, reliability must be 99.999% or higher. Bandwidth: 100/50 Mbps DL/UL. Supporting 50 endpoints. | {
"id": "intent-026315cb61d3",
"href": "/tmf-api/intentManagement/v4/intent/intent-026315cb61d3",
"name": "URLLC Slice - Emergency Triage Communications",
"description": "Intent for emergency triage communications at Healthcare Park with URLLC service level",
"lifecycleState": "Active",
"priority": 1,
"in... | urgent: configure a low-latency slice for <use_case> in <region>. this is safety-critical — latency cannot exceed <num> ms, reliability must be <num>% or higher. bandwidth: <num>/<num> mbps dl/ul. supporting <num> endpoints. | tpl_373afd67e108 | scn_a821d40f732f494c | jsonstruct_295d771eeadc77de | tmf921_root | true | true | true | true | true | 2,048 | 1,295 | true | true | 0.013461 | 0.004994 | 0.013461 | train_base |
d927ca3ec57b | [
{
"role": "system",
"content": "You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink... | camara | eMBB | 1 | 000002 | tactical edge computing mesh | defense | Medical Center District | 30 | 99.99 | 800 | 100 | 100 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | d927ca3ec57b | single_turn | You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink/uplink, maxNumberOfUEs), areaOfService, and... | Request a new eMBB network slice: purpose is tactical edge computing mesh, deployment area Medical Center District, 800/100 Mbps DL/UL targets, 30 ms max latency, 99.99% reliability SLA, device pool of 100. | {
"networkSliceBooking": {
"sliceType": "eMBB",
"sliceProfile": {
"latencyTarget": 30,
"reliability": 99.99,
"throughput": {
"downlink": 800,
"uplink": 100
},
"maxNumberOfUEs": 100
},
"areaOfService": {
"region": "Medical Center District",
"cen... | request a new embb network slice: purpose is <use_case>, deployment area <region>, <num>/<num> mbps dl/ul targets, <num> ms max latency, <num>% reliability sla, device pool of <num>. | tpl_0828b1dcbee9 | scn_1b8bc4a4c235b20a | jsonstruct_afb65569818f537c | networkSliceBooking | true | true | true | true | true | 2,048 | 418 | true | true | 0.013422 | 0.004994 | 0.013422 | train_base |
995bd8462730 | [
{
"role": "system",
"content": "You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink... | camara | mMTC | 3 | 000002 | crop health drone mapping | agriculture | Industrial Zone North | 30 | 95 | 1 | 1 | 10,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 995bd8462730 | single_turn | You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink/uplink, maxNumberOfUEs), areaOfService, and... | Our agriculture IoT deployment needs a network slice for crop health drone mapping at Industrial Zone North. Capacity: 10000 devices. Bandwidth: 1/1 Mbps DL/UL. Acceptable latency: 30 ms. Required reliability: 95%. | {
"networkSliceBooking": {
"sliceType": "mMTC",
"sliceProfile": {
"latencyTarget": 30,
"reliability": 95,
"throughput": {
"downlink": 1,
"uplink": 1
},
"maxNumberOfUEs": 10000
},
"areaOfService": {
"region": "Industrial Zone North",
"center": {... | our <sector> iot deployment needs a network slice for <use_case> at <region>. capacity: <num> devices. bandwidth: <num>/<num> mbps dl/ul. acceptable latency: <num> ms. required reliability: <num>%. | tpl_7968b1076a91 | scn_65a746db5a658f08 | jsonstruct_865ac75a8fa5f309 | networkSliceBooking | true | true | true | true | true | 2,048 | 397 | true | true | 0.013433 | 0.004994 | 0.013433 | train_base |
3b867c5d64e4 | [
{
"role": "system",
"content": "You are an O-RAN Non-RT RIC policy engine compliant with O-RAN WG2 A1 interface specification. Given a natural language description of a RAN policy requirement, output a valid A1 Policy JSON object with policyId, policyTypeId, scope (ueId, groupId, cellId), qosObjectives (gfb... | a1_policy | mMTC | 3 | 000001 | agricultural supply chain tracking | agriculture | Healthcare Park | 500 | 99.9 | 50 | 5 | 1,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 3b867c5d64e4 | single_turn | You are an O-RAN Non-RT RIC policy engine compliant with O-RAN WG2 A1 interface specification. Given a natural language description of a RAN policy requirement, output a valid A1 Policy JSON object with policyId, policyTypeId, scope (ueId, groupId, cellId), qosObjectives (gfbr, mfbr, priorityLevel, pdb), and resourceAl... | Set up a massive IoT connectivity slice: agricultural supply chain tracking at Healthcare Park, supporting 1000 endpoints. DL/UL targets: 50/5 Mbps. Latency tolerance: 500 ms. Service reliability: 99.9%. | {
"a1Policy": {
"policyId": "a1-pol-mmtc-3f0753",
"policyTypeId": "QoSTarget",
"scope": {
"ueId": null,
"groupId": "slice-mmtc-19eb1c",
"cellId": "cell-096",
"sNSSAI": {
"sst": 3,
"sd": "000003"
}
},
"qosObjectives": {
"gfbr": 50,
"mfbr": 6... | set up a massive iot connectivity slice: <use_case> at <region>, supporting <num> endpoints. dl/ul targets: <num>/<num> mbps. latency tolerance: <num> ms. service reliability: <num>%. | tpl_327b9b2f66a0 | scn_917e4b0e762129c5 | jsonstruct_6ec15e705995c5fc | a1Policy | true | true | true | true | true | 2,048 | 436 | true | true | 0.013461 | 0.004994 | 0.013461 | train_base |
7b9bc66b0630 | [
{
"role": "system",
"content": "You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink... | camara | URLLC | 2 | 000002 | crop health drone mapping | agriculture | Rural Coverage Area | 7 | 99.999 | 150 | 50 | 10 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 7b9bc66b0630 | single_turn | You are a 5G/6G network orchestrator integrated with the CAMARA NetworkSliceBooking API. Given a natural language network intent, output a valid CAMARA NetworkSliceBooking JSON object with sliceType, sliceProfile (including latencyTarget, reliability, throughput with downlink/uplink, maxNumberOfUEs), areaOfService, and... | We require a URLLC-grade slice in Rural Coverage Area for crop health drone mapping. Performance envelope: 7 ms max latency, 99.999% min reliability, 150 Mbps/50 Mbps DL/UL, serving up to 10 UEs. | {
"networkSliceBooking": {
"sliceType": "URLLC",
"sliceProfile": {
"latencyTarget": 7,
"reliability": 99.999,
"throughput": {
"downlink": 150,
"uplink": 50
},
"maxNumberOfUEs": 10
},
"areaOfService": {
"region": "Rural Coverage Area",
"center":... | we require a urllc-grade slice in <region> for <use_case>. performance envelope: <num> ms max latency, <num>% min reliability, <num> mbps/<num> mbps dl/ul, serving up to <num> ues. | tpl_bc17c9d90fe4 | scn_88403883db747730 | jsonstruct_afb65569818f537c | networkSliceBooking | true | true | true | true | true | 2,048 | 423 | true | true | 0.058026 | 0.004994 | 0.058026 | train_base |
d86df8c4b86a | [
{
"role": "system",
"content": "You are a 5G O1 interface configuration manager compliant with 3GPP TS 28.541 NR Network Resource Model. Given a natural language request, output a valid O1 NRM configuration JSON with ManagedElement, GNBDUFunction, NRCellDU (including cellLocalId, arfcnDL, bSChannelBwDL), an... | o1_nrm | HMTC | 5 | 000002 | border surveillance network | public_safety | Border Sector C | 0.1 | 99.99999 | 200 | 200 | 500 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | d86df8c4b86a | single_turn | You are a 5G O1 interface configuration manager compliant with 3GPP TS 28.541 NR Network Resource Model. Given a natural language request, output a valid O1 NRM configuration JSON with ManagedElement, GNBDUFunction, NRCellDU (including cellLocalId, arfcnDL, bSChannelBwDL), and rrmPolicyMemberList (with snssai, rrmPolic... | Configure an HMTC slice for next-gen border surveillance network in Border Sector C. This requires deterministic 0.1 ms latency, 99.99999% reliability, 200/200 Mbps DL/UL, supporting 500 connected machines. | {
"ManagedElement": {
"id": "gNB-013",
"GNBDUFunction": {
"id": "DU-011",
"gNBId": 13,
"gNBIdLength": 22,
"NRCellDU": {
"id": "NRCellDU-011-002",
"cellLocalId": 2,
"operationalState": "ENABLED",
"administrativeState": "UNLOCKED",
"nrFrequencyRef"... | configure an hmtc slice for next-gen <use_case> in <region>. this requires deterministic <num> ms latency, <num>% reliability, <num>/<num> mbps dl/ul, supporting <num> connected machines. | tpl_ea7b63d611a0 | scn_0b2aa153565029a4 | jsonstruct_243881afe5ee15a5 | ManagedElement | true | true | true | true | true | 2,048 | 550 | true | true | 0.057735 | 0.004994 | 0.057735 | train_base |
a4018f8476d5 | [
{
"role": "system",
"content": "You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KP... | etsi_zsm | eMBB | 1 | 000003 | drone detection and mitigation | aviation | Runway Complex | 50 | 99.5 | 100 | 200 | 500 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | a4018f8476d5 | single_turn | You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KPI targets, constraints, and context (tempora... | Deploy an eMBB slice in Runway Complex optimized for drone detection and mitigation. The service must guarantee 100 Mbps downstream, 200 Mbps upstream, with end-to-end latency not exceeding 50 ms. Reliability target is 99.5%. Maximum 500 users. | {
"zsmIntent": {
"intentId": "zsm-intent-1f382a50a859",
"intentType": "NetworkSliceIntent",
"intentOwner": {
"ownerId": "owner-3323f1",
"ownerType": "ManagementFunction",
"ownerDomain": "aviation_management"
},
"intentExpression": {
"objectives": [
{
"obje... | deploy an embb slice in <region> optimized for <use_case>. the service must guarantee <num> mbps downstream, <num> mbps upstream, with end-to-end latency not exceeding <num> ms. reliability target is <num>%. maximum <num> users. | tpl_954037d24f92 | scn_d6df3a84d2118dd6 | jsonstruct_ac37180e6428f2c0 | zsmIntent | true | true | true | true | true | 2,048 | 910 | true | true | 0.056888 | 0.004994 | 0.056888 | train_base |
067cc3d6634c | [
{
"role": "system",
"content": "You are an O-RAN Non-RT RIC policy engine compliant with O-RAN WG2 A1 interface specification. Given a natural language description of a RAN policy requirement, output a valid A1 Policy JSON object with policyId, policyTypeId, scope (ueId, groupId, cellId), qosObjectives (gfb... | a1_policy | URLLC | 2 | 000001 | AR product visualization | retail | Factory Complex A | 3 | 99.999 | 20 | 100 | 100 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 067cc3d6634c | single_turn | You are an O-RAN Non-RT RIC policy engine compliant with O-RAN WG2 A1 interface specification. Given a natural language description of a RAN policy requirement, output a valid A1 Policy JSON object with policyId, policyTypeId, scope (ueId, groupId, cellId), qosObjectives (gfbr, mfbr, priorityLevel, pdb), and resourceAl... | Urgent: configure a low-latency slice for AR product visualization in Factory Complex A. This is safety-critical — latency cannot exceed 3 ms, reliability must be 99.999% or higher. Bandwidth: 20/100 Mbps DL/UL. Supporting 100 endpoints. | {
"a1Policy": {
"policyId": "a1-pol-urllc-9a89a7",
"policyTypeId": "QoSTarget",
"scope": {
"ueId": null,
"groupId": "slice-urllc-71981e",
"cellId": "cell-028",
"sNSSAI": {
"sst": 2,
"sd": "000003"
}
},
"qosObjectives": {
"gfbr": 20,
"mfbr":... | urgent: configure a low-latency slice for <use_case> in <region>. this is safety-critical — latency cannot exceed <num> ms, reliability must be <num>% or higher. bandwidth: <num>/<num> mbps dl/ul. supporting <num> endpoints. | tpl_373afd67e108 | scn_1f3b4dd8f1d11b51 | jsonstruct_6ec15e705995c5fc | a1Policy | true | true | true | true | true | 2,048 | 449 | true | true | 0.013477 | 0.004994 | 0.013477 | train_base |
508f106eaa18 | [
{
"role": "system",
"content": "You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KP... | etsi_zsm | eMBB | 1 | 000003 | fleet management telemetry | automotive | Medical Center District | 100 | 99.9 | 500 | 50 | 1,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 508f106eaa18 | single_turn | You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KPI targets, constraints, and context (tempora... | Set up an enhanced mobile broadband slice dedicated to fleet management telemetry. Requirements: minimum 500 Mbps download speed, 50 Mbps upload, less than 100 ms round-trip delay, serving area is Medical Center District, expecting 1000 connected devices. | {
"zsmIntent": {
"intentId": "zsm-intent-09293599dc6c",
"intentType": "NetworkSliceIntent",
"intentOwner": {
"ownerId": "owner-f0d294",
"ownerType": "ManagementFunction",
"ownerDomain": "automotive_management"
},
"intentExpression": {
"objectives": [
{
"ob... | set up an enhanced mobile broadband slice dedicated to <use_case>. requirements: minimum <num> mbps download speed, <num> mbps upload, less than <num> ms round-trip delay, serving area is <region>, expecting <num> connected devices. | tpl_c559e2f31975 | scn_7e3ef15416513cf9 | jsonstruct_ac37180e6428f2c0 | zsmIntent | true | true | true | true | true | 2,048 | 896 | true | true | 0.013422 | 0.004994 | 0.013422 | train_base |
fca37f0dee8f | [
{
"role": "system",
"content": "You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KP... | etsi_zsm | MPS | 5 | 000004 | port crane remote operation | logistics | Medical Center District | 1 | 99.9999 | 75 | 50 | 1,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | fca37f0dee8f | single_turn | You are an ETSI ZSM (Zero-touch Service Management) compliant intent handler following ETSI GS ZSM 009-1. Given a natural language network intent, output a valid ETSI ZSM Intent JSON object with intentId, intentType, intentOwner, intentExpression containing objectives with KPI targets, constraints, and context (tempora... | Deploy a priority public safety network slice for port crane remote operation in Medical Center District. Performance: latency ≤1 ms, reliability ≥99.9999%, DL 75 Mbps, UL 50 Mbps, 1000 user devices with preemption priority. | {
"zsmIntent": {
"intentId": "zsm-intent-30b9234f5087",
"intentType": "QoSIntent",
"intentOwner": {
"ownerId": "owner-98723e",
"ownerType": "ManagementFunction",
"ownerDomain": "logistics_management"
},
"intentExpression": {
"objectives": [
{
"objectiveId"... | deploy a priority public safety network slice for <use_case> in <region>. performance: latency ≤<num> ms, reliability ≥<num>%, dl <num> mbps, ul <num> mbps, <num> user devices with preemption priority. | tpl_77b26e393a17 | scn_13eab3ace591d754 | jsonstruct_ac37180e6428f2c0 | zsmIntent | true | true | true | true | true | 2,048 | 898 | true | true | 0.013422 | 0.004994 | 0.013422 | train_base |
a7e63950b18e | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, in... | tmf921 | URLLC | 2 | 000003 | crop health drone mapping | agriculture | Hospital Campus | 5 | 99.999 | 300 | 75 | 50 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | a7e63950b18e | single_turn | You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, intentExpression containing IntentExpectation ... | Create a URLLC slice targeting crop health drone mapping at Hospital Campus. Hard constraints: E2E latency ≤5 ms, reliability ≥99.999%, guaranteed 300 Mbps DL throughput, 75 Mbps UL. Maximum connected UEs: 50. | {
"id": "intent-9925a5e4ca56",
"href": "/tmf-api/intentManagement/v4/intent/intent-9925a5e4ca56",
"name": "URLLC Slice - Crop Health Drone Mapping",
"description": "Intent for crop health drone mapping at Hospital Campus with URLLC service level",
"lifecycleState": "Active",
"priority": 2,
"intentExpressi... | create a urllc slice targeting <use_case> at <region>. hard constraints: e2e latency ≤<num> ms, reliability ≥<num>%, guaranteed <num> mbps dl throughput, <num> mbps ul. maximum connected ues: <num>. | tpl_9f12ddd27ba8 | scn_c7d977a0b594e042 | jsonstruct_295d771eeadc77de | tmf921_root | true | true | true | true | true | 2,048 | 1,288 | true | true | 0.013828 | 0.004994 | 0.013828 | train_base |
907e295d0873 | [
{
"role": "system",
"content": "You are a TMF921-compliant Intent Assurance system. Given a monitoring request, output a TMF921 Intent fulfillment report JSON with current KPI measurements, target compliance status, and fulfillmentInfo."
},
{
"role": "user",
"content": "Monitor intent 'V2X Slice... | tmf921_lifecycle_monitor | V2X | 4 | 000002 | holographic telepresence | media | Stadium Complex | 20 | 99.99 | 300 | 25 | 5,000 | monitor | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 907e295d0873 | single_turn | You are a TMF921-compliant Intent Assurance system. Given a monitoring request, output a TMF921 Intent fulfillment report JSON with current KPI measurements, target compliance status, and fulfillmentInfo. | Monitor intent 'V2X Slice - Holographic Telepresence' and report any KPI deviations from the configured targets. | {
"intentFulfillmentReport": {
"intentId": "intent-fcdca1ba85a1",
"reportTimestamp": "2026-04-24T09:11:31Z",
"fulfillmentStatus": "Degraded",
"kpiMeasurements": [
{
"kpi": "latency",
"target": 20,
"measured": 18.88,
"unit": "ms",
"compliant": true
},... | monitor intent 'v2x slice - <use_case>' and report any kpi deviations from the configured targets. | tpl_ab31cd0259e6 | scn_55cd3df31f61b2af | jsonstruct_10a4675447b72ed1 | intentFulfillmentReport | true | true | true | true | true | 2,048 | 422 | true | true | 0.058321 | 0.065372 | 0.291606 | train_base |
bb61fd267082 | [
{
"role": "system",
"content": "You are a 5G O1 interface configuration manager compliant with 3GPP TS 28.541 NR Network Resource Model. Given a natural language request, output a valid O1 NRM configuration JSON with ManagedElement, GNBDUFunction, NRCellDU (including cellLocalId, arfcnDL, bSChannelBwDL), an... | o1_nrm | MPS | 5 | 000003 | traffic light orchestration | smart_city | Healthcare Park | 20 | 99.9999 | 200 | 10 | 500 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | bb61fd267082 | single_turn | You are a 5G O1 interface configuration manager compliant with 3GPP TS 28.541 NR Network Resource Model. Given a natural language request, output a valid O1 NRM configuration JSON with ManagedElement, GNBDUFunction, NRCellDU (including cellLocalId, arfcnDL, bSChannelBwDL), and rrmPolicyMemberList (with snssai, rrmPolic... | Urgent public safety requirement: traffic light orchestration at Healthcare Park. Allocate dedicated MPS slice with 20 ms latency ceiling, 99.9999% reliability floor, 200 Mbps DL, 10 Mbps UL, capacity 500 devices. | {
"ManagedElement": {
"id": "gNB-021",
"GNBDUFunction": {
"id": "DU-028",
"gNBId": 21,
"gNBIdLength": 22,
"NRCellDU": {
"id": "NRCellDU-028-002",
"cellLocalId": 2,
"operationalState": "ENABLED",
"administrativeState": "UNLOCKED",
"nrFrequencyRef"... | urgent public safety requirement: <use_case> at <region>. allocate dedicated mps slice with <num> ms latency ceiling, <num>% reliability floor, <num> mbps dl, <num> mbps ul, capacity <num> devices. | tpl_68539070d455 | scn_de9cc6517e79c60f | jsonstruct_243881afe5ee15a5 | ManagedElement | true | true | true | true | true | 2,048 | 552 | true | true | 0.013461 | 0.004994 | 0.013461 | train_base |
95c919a43a29 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, in... | tmf921 | V2X | 4 | 000001 | airport surface vehicle coordination | aviation | Healthcare Park | 20 | 99.9999 | 25 | 75 | 1,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 95c919a43a29 | single_turn | You are a TM Forum TMF921-compliant Intent Management system. Given a natural language network intent, output a valid TMF921 Intent Management API v4 JSON object. The response must include the full Intent resource with id, href, name, description, lifecycleState, priority, intentExpression containing IntentExpectation ... | We need dedicated V2X connectivity for airport surface vehicle coordination at Healthcare Park. Performance targets: 20 ms latency, 99.9999% reliability, 25/75 Mbps DL/UL, supporting 1000 connected vehicles and RSUs. | {
"id": "intent-14475bfd3ba9",
"href": "/tmf-api/intentManagement/v4/intent/intent-14475bfd3ba9",
"name": "V2X Slice - Airport Surface Vehicle Coordination",
"description": "Intent for airport surface vehicle coordination at Healthcare Park with V2X service level",
"lifecycleState": "Active",
"priority": 1,... | we need dedicated v2x connectivity for <use_case> at <region>. performance targets: <num> ms latency, <num>% reliability, <num>/<num> mbps dl/ul, supporting <num> connected vehicles and rsus. | tpl_33b72dd5db91 | scn_76446a93419f31ea | jsonstruct_295d771eeadc77de | tmf921_root | true | true | true | true | true | 2,048 | 1,288 | true | true | 0.013461 | 0.004994 | 0.013461 | train_base |
fb6e048ccd63 | [
{
"role": "system",
"content": "You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInst... | intent_3gpp | HMTC | 5 | 000002 | border surveillance network | public_safety | Healthcare Park | 2 | 99.9999 | 500 | 500 | 1,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | fb6e048ccd63 | single_turn | You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInstance including sNSSAI), expectationTargets (... | Configure an HMTC slice for next-gen border surveillance network in Healthcare Park. This requires deterministic 2 ms latency, 99.9999% reliability, 500/500 Mbps DL/UL, supporting 1000 connected machines. | {
"intent": {
"id": "intent-HMTC-d302e1a72b56",
"name": "Border Surveillance Network HMTC Intent",
"lifecycleStatus": "active",
"intentExpectation": [
{
"expectationId": "exp-1ea90e979d8d",
"expectationVerb": "ENSURE",
"expectationObject": {
"objectType": "NW_SL... | configure an hmtc slice for next-gen <use_case> in <region>. this requires deterministic <num> ms latency, <num>% reliability, <num>/<num> mbps dl/ul, supporting <num> connected machines. | tpl_ea7b63d611a0 | scn_6ce9b9205c1058ee | jsonstruct_7ef9b21573c6e0b2 | intent | true | true | true | true | true | 2,048 | 708 | true | true | 0.013461 | 0.004994 | 0.013461 | train_base |
562a838b3519 | [
{
"role": "system",
"content": "You are an O-RAN Non-RT RIC policy engine compliant with O-RAN WG2 A1 interface specification. Given a natural language description of a RAN policy requirement, output a valid A1 Policy JSON object with policyId, policyTypeId, scope (ueId, groupId, cellId), qosObjectives (gfb... | a1_policy | eMBB | 1 | 000002 | autonomous vehicle platooning | automotive | Factory Complex A | 20 | 99.99 | 500 | 50 | 10,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 562a838b3519 | single_turn | You are an O-RAN Non-RT RIC policy engine compliant with O-RAN WG2 A1 interface specification. Given a natural language description of a RAN policy requirement, output a valid A1 Policy JSON object with policyId, policyTypeId, scope (ueId, groupId, cellId), qosObjectives (gfbr, mfbr, priorityLevel, pdb), and resourceAl... | Deploy an eMBB slice in Factory Complex A optimized for autonomous vehicle platooning. The service must guarantee 500 Mbps downstream, 50 Mbps upstream, with end-to-end latency not exceeding 20 ms. Reliability target is 99.99%. Maximum 10000 users. | {
"a1Policy": {
"policyId": "a1-pol-embb-64a0ca",
"policyTypeId": "QoSTarget",
"scope": {
"ueId": null,
"groupId": "slice-embb-ffe348",
"cellId": "cell-006",
"sNSSAI": {
"sst": 1,
"sd": "000003"
}
},
"qosObjectives": {
"gfbr": 500,
"mfbr": ... | deploy an embb slice in <region> optimized for <use_case>. the service must guarantee <num> mbps downstream, <num> mbps upstream, with end-to-end latency not exceeding <num> ms. reliability target is <num>%. maximum <num> users. | tpl_954037d24f92 | scn_38690ce288c5ff40 | jsonstruct_6ec15e705995c5fc | a1Policy | true | true | true | true | true | 2,048 | 448 | true | true | 0.013477 | 0.004994 | 0.013477 | train_base |
17cecbdb0808 | [
{
"role": "system",
"content": "You are a TMF921-compliant Intent Lifecycle Manager. Given a scaling request, output the TMF921 Intent PATCH operation JSON with updated capacity and performance targets in the intentExpectation."
},
{
"role": "user",
"content": "Vertically scale intent 'mMTC Slic... | tmf921_lifecycle_scale | mMTC | 3 | 000001 | joint force C2 network | defense | Forward Operating Area | 500 | 90 | 5 | 5 | 500,000 | scale | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 17cecbdb0808 | single_turn | You are a TMF921-compliant Intent Lifecycle Manager. Given a scaling request, output the TMF921 Intent PATCH operation JSON with updated capacity and performance targets in the intentExpectation. | Vertically scale intent 'mMTC Slice - Joint Force C2 Network': upgrade the slice to support 7/9 Mbps DL/UL with 362.8 ms latency. | {
"intentPatch": {
"id": "intent-92dae4e5db04",
"lifecycleState": "Active",
"intentExpression": {
"@type": "IntentExpression",
"scaledTargets": [
{
"targetName": "downlinkThroughput",
"previousValue": 5,
"newValue": 7,
"unit": "Mbps"
},
... | vertically scale intent 'mmtc slice - <use_case>': upgrade the slice to support <num>/<num> mbps dl/ul with <num> ms latency. | tpl_4500014332b7 | scn_56923c6d49312cd3 | jsonstruct_40351843e9a2d96f | intentPatch | true | true | true | true | true | 2,048 | 286 | true | true | 0.058926 | 0.066082 | 0.294628 | train_base |
1156c0920833 | [
{
"role": "system",
"content": "You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInst... | intent_3gpp | eMBB | 1 | 000001 | fraud detection real-time | finance | Financial District | 80 | 99.99 | 1,000 | 50 | 10,000 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 1156c0920833 | single_turn | You are a 3GPP Intent-Driven Management system compliant with TS 28.312 v18.8.0. Given a natural language network intent, output a valid 3GPP intent JSON object with intentExpectation containing expectationId, expectationVerb, expectationObject (with objectType and objectInstance including sNSSAI), expectationTargets (... | We're launching fraud detection real-time at Financial District and need dedicated network capacity. Please allocate a slice with 1000 Mbps DL, 50 Mbps UL, latency below 80 ms, and capacity for 10000 devices at 99.99% availability. | {
"intent": {
"id": "intent-eMBB-5dd334e655e0",
"name": "Fraud Detection Real-Time eMBB Intent",
"lifecycleStatus": "active",
"intentExpectation": [
{
"expectationId": "exp-43dbc6f8f80d",
"expectationVerb": "ENSURE",
"expectationObject": {
"objectType": "NW_SLIC... | we're launching <use_case> at <region> and need dedicated network capacity. please allocate a slice with <num> mbps dl, <num> mbps ul, latency below <num> ms, and capacity for <num> devices at <num>% availability. | tpl_c22fb4a23567 | scn_812d1e737801ddcf | jsonstruct_7ef9b21573c6e0b2 | intent | true | true | true | true | true | 2,048 | 718 | true | true | 0.060634 | 0.004994 | 0.060634 | train_base |
f9ded828b5cf | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_out_of_scope | N/A | 0 | 000000 | adversarial_out_of_scope | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | f9ded828b5cf | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Inquiry about community college course offerings | {
"status": "OUT_OF_SCOPE",
"message": "Request outside scope. This system handles 5G/6G network slice intent translation only.",
"supportedOperations": [
"slice creation",
"lifecycle management",
"SLA assurance"
]
} | inquiry about community college course offerings | tpl_7e27e7f414dd | scn_67d9436d5ad72827 | jsonstruct_ba2ef91dfa6fd032 | status+message+supportedOperations | true | true | true | true | true | 2,048 | 127 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
af43b04aef4e | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_contradictory | N/A | 0 | 000000 | adversarial_contradictory | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | af43b04aef4e | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Request a slice with high data rates and slow processing times. | {
"status": "INTENT_VALIDATION_FAILED",
"message": "Intent contains contradictory or impossible requirements per 3GPP TS 22.261.",
"suggestedAction": "Review conflicting KPIs."
} | request a slice with high data rates and slow processing times. | tpl_a19ebcc1c222 | scn_23a038b79a82f2d4 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 123 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
f0d7d34c05f7 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_out_of_scope | N/A | 0 | 000000 | adversarial_out_of_scope | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | f0d7d34c05f7 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Write a resume. | {
"status": "OUT_OF_SCOPE",
"message": "Request outside scope. This system handles 5G/6G network slice intent translation only.",
"supportedOperations": [
"slice creation",
"lifecycle management",
"SLA assurance"
]
} | write a resume. | tpl_a4e2dbd672a9 | scn_67d9436d5ad72827 | jsonstruct_ba2ef91dfa6fd032 | status+message+supportedOperations | true | true | true | true | true | 2,048 | 124 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
aa68f0e74c71 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_ambiguous | N/A | 0 | 000000 | adversarial_ambiguous | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | aa68f0e74c71 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | I need a slice that is optimized for battery life. | {
"status": "CLARIFICATION_REQUIRED",
"message": "Intent too vague. Please specify: sliceType, latencyTarget, reliabilityTarget, dlThroughput, ulThroughput, maxUEs, serviceArea.",
"suggestedAction": "Reformulate with specific KPI targets."
} | i need a slice that is optimized for battery life. | tpl_90883e05d004 | scn_0f40e2a15b7b0336 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 135 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
e2213d6e1c6d | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_contradictory | N/A | 0 | 000000 | adversarial_contradictory | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | e2213d6e1c6d | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Request a slice with high throughput and low bandwidth allocation. | {
"status": "INTENT_VALIDATION_FAILED",
"message": "Intent contains contradictory or impossible requirements per 3GPP TS 22.261.",
"suggestedAction": "Review conflicting KPIs."
} | request a slice with high throughput and low bandwidth allocation. | tpl_d12c3afac543 | scn_23a038b79a82f2d4 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 122 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
fc32d029f22f | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_ambiguous | N/A | 0 | 000000 | adversarial_ambiguous | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | fc32d029f22f | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | I need a slice with good coverage in urban areas. | {
"status": "CLARIFICATION_REQUIRED",
"message": "Intent too vague. Please specify: sliceType, latencyTarget, reliabilityTarget, dlThroughput, ulThroughput, maxUEs, serviceArea.",
"suggestedAction": "Reformulate with specific KPI targets."
} | i need a slice with good coverage in urban areas. | tpl_6d3033852fc7 | scn_0f40e2a15b7b0336 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 135 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
bda59d56db4d | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_contradictory | N/A | 0 | 000000 | adversarial_contradictory | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | bda59d56db4d | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Set up a slice with high performance and low hardware requirements. | {
"status": "INTENT_VALIDATION_FAILED",
"message": "Intent contains contradictory or impossible requirements per 3GPP TS 22.261.",
"suggestedAction": "Review conflicting KPIs."
} | set up a slice with high performance and low hardware requirements. | tpl_9f21e19a7fa6 | scn_23a038b79a82f2d4 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 123 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
720da0074950 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_ambiguous | N/A | 0 | 000000 | adversarial_ambiguous | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 720da0074950 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | We require a slice that is user-friendly. | {
"status": "CLARIFICATION_REQUIRED",
"message": "Intent too vague. Please specify: sliceType, latencyTarget, reliabilityTarget, dlThroughput, ulThroughput, maxUEs, serviceArea.",
"suggestedAction": "Reformulate with specific KPI targets."
} | we require a slice that is user-friendly. | tpl_83ef34efa8e8 | scn_0f40e2a15b7b0336 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 133 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
4a286fed49b9 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_out_of_scope | N/A | 0 | 000000 | adversarial_out_of_scope | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 4a286fed49b9 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Request for a referral to a pediatrician | {
"status": "OUT_OF_SCOPE",
"message": "Request outside scope. This system handles 5G/6G network slice intent translation only.",
"supportedOperations": [
"slice creation",
"lifecycle management",
"SLA assurance"
]
} | request for a referral to a pediatrician | tpl_6a41e73ec5a9 | scn_67d9436d5ad72827 | jsonstruct_ba2ef91dfa6fd032 | status+message+supportedOperations | true | true | true | true | true | 2,048 | 129 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
354c9dd615f8 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_ambiguous | N/A | 0 | 000000 | adversarial_ambiguous | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 354c9dd615f8 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Can you create a slice for emergency services? | {
"status": "CLARIFICATION_REQUIRED",
"message": "Intent too vague. Please specify: sliceType, latencyTarget, reliabilityTarget, dlThroughput, ulThroughput, maxUEs, serviceArea.",
"suggestedAction": "Reformulate with specific KPI targets."
} | can you create a slice for emergency services? | tpl_dfc1879ff160 | scn_0f40e2a15b7b0336 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 133 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
6c70c0e8b901 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_ambiguous | N/A | 0 | 000000 | adversarial_ambiguous | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 6c70c0e8b901 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | I need a slice that is flexible and adaptable. | {
"status": "CLARIFICATION_REQUIRED",
"message": "Intent too vague. Please specify: sliceType, latencyTarget, reliabilityTarget, dlThroughput, ulThroughput, maxUEs, serviceArea.",
"suggestedAction": "Reformulate with specific KPI targets."
} | i need a slice that is flexible and adaptable. | tpl_9314a653f8a1 | scn_0f40e2a15b7b0336 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 134 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
06adc99de199 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_contradictory | N/A | 0 | 000000 | adversarial_contradictory | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 06adc99de199 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | URLLC with 1000ms latency and 90% reliability. | {
"status": "INTENT_VALIDATION_FAILED",
"message": "Intent contains contradictory or impossible requirements per 3GPP TS 22.261.",
"suggestedAction": "Review conflicting KPIs."
} | urllc with 1000ms latency and <num>% reliability. | tpl_d83b3e410bb2 | scn_23a038b79a82f2d4 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 129 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
1399f3693ca1 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_contradictory | N/A | 0 | 000000 | adversarial_contradictory | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 1399f3693ca1 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | URLLC at 50% reliability, 0.001 microsecond latency. | {
"status": "INTENT_VALIDATION_FAILED",
"message": "Intent contains contradictory or impossible requirements per 3GPP TS 22.261.",
"suggestedAction": "Review conflicting KPIs."
} | urllc at <num>% reliability, <num> microsecond latency. | tpl_912b4263263e | scn_23a038b79a82f2d4 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 131 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
8b3f5a947bd0 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_contradictory | N/A | 0 | 000000 | adversarial_contradictory | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 8b3f5a947bd0 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | 10 Tbps on a single cell with 100 PRBs. | {
"status": "INTENT_VALIDATION_FAILED",
"message": "Intent contains contradictory or impossible requirements per 3GPP TS 22.261.",
"suggestedAction": "Review conflicting KPIs."
} | <num> tbps on a single cell with <num> prbs. | tpl_576f27b61b12 | scn_23a038b79a82f2d4 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 128 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
6e13d822a0bc | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_out_of_scope | N/A | 0 | 000000 | adversarial_out_of_scope | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 6e13d822a0bc | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Book a flight. | {
"status": "OUT_OF_SCOPE",
"message": "Request outside scope. This system handles 5G/6G network slice intent translation only.",
"supportedOperations": [
"slice creation",
"lifecycle management",
"SLA assurance"
]
} | book a flight. | tpl_ca9eca531d52 | scn_67d9436d5ad72827 | jsonstruct_ba2ef91dfa6fd032 | status+message+supportedOperations | true | true | true | true | true | 2,048 | 124 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
67315fdc87b4 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_ambiguous | N/A | 0 | 000000 | adversarial_ambiguous | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 67315fdc87b4 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Can you configure a slice for augmented reality applications? | {
"status": "CLARIFICATION_REQUIRED",
"message": "Intent too vague. Please specify: sliceType, latencyTarget, reliabilityTarget, dlThroughput, ulThroughput, maxUEs, serviceArea.",
"suggestedAction": "Reformulate with specific KPI targets."
} | can you configure a slice for augmented reality applications? | tpl_f95c5431d7db | scn_0f40e2a15b7b0336 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 134 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
dcb437799157 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_ambiguous | N/A | 0 | 000000 | adversarial_ambiguous | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | dcb437799157 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Set up a slice that can handle critical infrastructure needs. | {
"status": "CLARIFICATION_REQUIRED",
"message": "Intent too vague. Please specify: sliceType, latencyTarget, reliabilityTarget, dlThroughput, ulThroughput, maxUEs, serviceArea.",
"suggestedAction": "Reformulate with specific KPI targets."
} | set up a slice that can handle critical infrastructure needs. | tpl_8060882a891d | scn_0f40e2a15b7b0336 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 135 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
1eb6a583b917 | [
{
"role": "system",
"content": "You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests."
}... | adversarial_ambiguous | N/A | 0 | 000000 | adversarial_ambiguous | adversarial | N/A | 0 | 0 | 0 | 0 | 0 | create | test | nraptisss/TMF921-intent-to-config-augmented | Hub main cloned on 2026-04-30 | research-sota-v1 | false | none | 1eb6a583b917 | single_turn | You are a TM Forum TMF921-compliant Intent Management system with input validation. Given a natural language network intent, first validate for completeness, consistency, and feasibility. Output an error response for invalid/ambiguous/contradictory/out-of-scope requests. | Provision something reliable. | {
"status": "CLARIFICATION_REQUIRED",
"message": "Intent too vague. Please specify: sliceType, latencyTarget, reliabilityTarget, dlThroughput, ulThroughput, maxUEs, serviceArea.",
"suggestedAction": "Reformulate with specific KPI targets."
} | provision something reliable. | tpl_97c1900e1fde | scn_0f40e2a15b7b0336 | jsonstruct_fa6743a8683c1a5c | status+message+suggestedAction | true | true | true | true | true | 2,048 | 128 | true | true | 0.077615 | 0.004994 | 0.776151 | train_base |
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