Triple

T5848897
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 32-series E129978 entity
Predicate includes P1393 FINISHED
Object 3GPP TS 32.111
3GPP TS 32.111 is a technical specification within the 3GPP 32-series that defines aspects of telecommunications network management, particularly related to alarm and fault management.
 E553773 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 32.111 | Statement: [3GPP TS 32-series, includes, 3GPP TS 32.111]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 32.111
Context triple: [3GPP TS 32-series, includes, 3GPP TS 32.111]
  • A. 3GPP TS 36.211
    3GPP TS 36.211 is a technical specification that defines the physical layer procedures and signal structures for LTE (E-UTRA) radio access in mobile communication systems.
  • B. 3GPP TS 24.011
    3GPP TS 24.011 is a technical specification that defines the layer 3 signalling procedures and protocols for circuit-switched call control and mobility management in GSM/UMTS mobile networks.
  • C. 3GPP TS 32.101
    3GPP TS 32.101 is a technical specification that defines the principles and high-level requirements for telecommunications management within 3GPP mobile networks.
  • D. 3GPP TS 29.212
    3GPP TS 29.212 is a 3rd Generation Partnership Project technical specification that defines the Gx interface and related policy and charging control procedures between the PCRF and the packet data network gateway in mobile networks.
  • E. 3GPP TS 29.510
    3GPP TS 29.510 is a 3rd Generation Partnership Project technical specification that defines the service-based interface and procedures for the Network Repository Function (NRF) within 5G core networks.
  • 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 32.111
Triple: [3GPP TS 32-series, includes, 3GPP TS 32.111]
Generated description
3GPP TS 32.111 is a technical specification within the 3GPP 32-series that defines aspects of telecommunications network management, particularly related to alarm and fault management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 32.111
Target entity description: 3GPP TS 32.111 is a technical specification within the 3GPP 32-series that defines aspects of telecommunications network management, particularly related to alarm and fault management.
  • A. 3GPP TS 36.211
    3GPP TS 36.211 is a technical specification that defines the physical layer procedures and signal structures for LTE (E-UTRA) radio access in mobile communication systems.
  • B. 3GPP TS 24.011
    3GPP TS 24.011 is a technical specification that defines the layer 3 signalling procedures and protocols for circuit-switched call control and mobility management in GSM/UMTS mobile networks.
  • C. 3GPP TS 32.101
    3GPP TS 32.101 is a technical specification that defines the principles and high-level requirements for telecommunications management within 3GPP mobile networks.
  • D. 3GPP TS 29.212
    3GPP TS 29.212 is a 3rd Generation Partnership Project technical specification that defines the Gx interface and related policy and charging control procedures between the PCRF and the packet data network gateway in mobile networks.
  • E. 3GPP TS 29.510
    3GPP TS 29.510 is a 3rd Generation Partnership Project technical specification that defines the service-based interface and procedures for the Network Repository Function (NRF) within 5G core networks.
  • 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_69c0b1007bbc81908963d3d14c9210c5 completed March 23, 2026, 3:18 a.m.
NEDg Description generation batch_69c0b1cb731481909de9c3fde3595b7b completed March 23, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69c0b27f53608190b2a1f78e3cd1b634 completed March 23, 2026, 3:24 a.m.
Created at: March 22, 2026, 3:55 p.m.