Triple

T5848898
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 32-series E129978 entity
Predicate includes P1393 FINISHED
Object 3GPP TS 32.240
3GPP TS 32.240 is a technical specification within the 3GPP 32-series that defines aspects of the telecommunications management architecture and procedures for mobile networks.
 E552035 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 32.240 | Statement: [3GPP TS 32-series, includes, 3GPP TS 32.240]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 32.240
Context triple: [3GPP TS 32-series, includes, 3GPP TS 32.240]
  • A. 3GPP TS 24.302
    3GPP TS 24.302 is a technical specification that defines the non-access stratum (NAS) signaling procedures for evolved packet system (EPS) emergency and public warning services in mobile networks.
  • B. 3GPP TS 33.401
    3GPP TS 33.401 is a technical specification that defines the security architecture and procedures for LTE/Evolved Packet System networks.
  • C. 3GPP TS 23.040
    3GPP TS 23.040 is a 3rd Generation Partnership Project technical specification that defines the technical architecture, protocols, and procedures for Short Message Service (SMS) in mobile networks.
  • D. 3GPP TS 23.402
    3GPP TS 23.402 is a technical specification that defines the architecture and procedures for non-3GPP (e.g., Wi-Fi) access to 3GPP packet-switched networks in LTE/Evolved Packet Core systems.
  • E. 3GPP TS 24.502
    3GPP TS 24.502 is a technical specification defining key non-access stratum (NAS) signaling procedures and protocols for 5G system operation within the 3GPP standards framework.
  • 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 32.240
Triple: [3GPP TS 32-series, includes, 3GPP TS 32.240]
Generated description
3GPP TS 32.240 is a technical specification within the 3GPP 32-series that defines aspects of the telecommunications management architecture and procedures for mobile networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 32.240
Target entity description: 3GPP TS 32.240 is a technical specification within the 3GPP 32-series that defines aspects of the telecommunications management architecture and procedures for mobile networks.
  • A. 3GPP TS 24.302
    3GPP TS 24.302 is a technical specification that defines the non-access stratum (NAS) signaling procedures for evolved packet system (EPS) emergency and public warning services in mobile networks.
  • B. 3GPP TS 33.401
    3GPP TS 33.401 is a technical specification that defines the security architecture and procedures for LTE/Evolved Packet System networks.
  • C. 3GPP TS 23.040
    3GPP TS 23.040 is a 3rd Generation Partnership Project technical specification that defines the technical architecture, protocols, and procedures for Short Message Service (SMS) in mobile networks.
  • D. 3GPP TS 23.402
    3GPP TS 23.402 is a technical specification that defines the architecture and procedures for non-3GPP (e.g., Wi-Fi) access to 3GPP packet-switched networks in LTE/Evolved Packet Core systems.
  • E. 3GPP TS 24.502
    3GPP TS 24.502 is a technical specification defining key non-access stratum (NAS) signaling procedures and protocols for 5G system operation within the 3GPP standards framework.
  • 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_69c0a1b052288190ace51e65f1d888ab completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a5ab04e481909dca08da3e851088 completed March 23, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69c0a63aca6c8190bd33b063c8285e34 completed March 23, 2026, 2:32 a.m.
Created at: March 22, 2026, 3:55 p.m.