Triple

T5848904
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 32-series E129978 entity
Predicate includes P1393 FINISHED
Object 3GPP TS 32.295
3GPP TS 32.295 is a technical specification defining aspects of network management and operations within the 3GPP telecommunications standards framework.
 E565392 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: 3GPP TS 32.295 | Statement: [3GPP TS 32-series, includes, 3GPP TS 32.295]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 32.295
Context triple: [3GPP TS 32-series, includes, 3GPP TS 32.295]
  • A. 3GPP TS 32.250
    3GPP TS 32.250 is a technical specification within the 3GPP 32-series that defines aspects of network management, particularly related to charging and accounting functions in mobile telecommunications networks.
  • B. 3GPP TS 24.229
    3GPP TS 24.229 is a core 3GPP specification that defines the signaling procedures and call control for IP Multimedia Subsystem (IMS) services over SIP in mobile and fixed networks.
  • C. 3GPP TS 32.273
    3GPP TS 32.273 is a technical specification within the 3GPP 32-series that defines aspects of telecommunications network management and operations for mobile systems.
  • D. 3GPP TS 29.272
    3GPP TS 29.272 is a technical specification that defines the S6a/S6d Diameter-based interface between the Mobility Management Entity (MME) or Serving GPRS Support Node (SGSN) and the Home Subscriber Server (HSS) in LTE/EPC networks.
  • E. 3GPP TS 32.272
    3GPP TS 32.272 is a technical specification within the 3GPP telecommunications standards that defines aspects of network management and operations for mobile communication systems.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: 3GPP TS 32.295
Triple: [3GPP TS 32-series, includes, 3GPP TS 32.295]
Generated description
3GPP TS 32.295 is a technical specification defining aspects of network management and operations within the 3GPP telecommunications standards framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 32.295
Target entity description: 3GPP TS 32.295 is a technical specification defining aspects of network management and operations within the 3GPP telecommunications standards framework.
  • A. 3GPP TS 32.250
    3GPP TS 32.250 is a technical specification within the 3GPP 32-series that defines aspects of network management, particularly related to charging and accounting functions in mobile telecommunications networks.
  • B. 3GPP TS 24.229
    3GPP TS 24.229 is a core 3GPP specification that defines the signaling procedures and call control for IP Multimedia Subsystem (IMS) services over SIP in mobile and fixed networks.
  • C. 3GPP TS 32.273
    3GPP TS 32.273 is a technical specification within the 3GPP 32-series that defines aspects of telecommunications network management and operations for mobile systems.
  • D. 3GPP TS 29.272
    3GPP TS 29.272 is a technical specification that defines the S6a/S6d Diameter-based interface between the Mobility Management Entity (MME) or Serving GPRS Support Node (SGSN) and the Home Subscriber Server (HSS) in LTE/EPC networks.
  • E. 3GPP TS 32.272
    3GPP TS 32.272 is a technical specification within the 3GPP telecommunications standards that defines aspects of network management and operations for mobile communication systems.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c0084de39081909eb34e6bed74215a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035145a0c8190941945a83a3f2416 completed March 22, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11cb58aec81909664a7b732519800 completed March 23, 2026, 10:57 a.m.
NEDg Description generation batch_69c11e1188cc8190a2517a17f260d186 completed March 23, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69c11eab8c988190899a7786498e7e1c completed March 23, 2026, 11:06 a.m.
Created at: March 22, 2026, 3:55 p.m.