Triple

T5988307
Position Surface form Disambiguated ID Type / Status
Subject 3GPP Technical Specifications E133281 entity
Predicate hasComponent P35 FINISHED
Object TS 43-series
TS 43-series is a set of 3GPP technical specifications that define the radio access network and related aspects of GSM/EDGE and early mobile communication systems.
 E596830 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: TS 43-series | Statement: [3GPP Technical Specifications, hasComponent, TS 43-series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TS 43-series
Context triple: [3GPP Technical Specifications, hasComponent, TS 43-series]
  • A. TS 41-series
    TS 41-series is a set of 3GPP technical specifications that define aspects of GSM/EDGE radio access and related network features within the 2G/2.5G mobile communication standards.
  • B. TS 42-series
    The TS 42-series is a set of 3GPP technical specifications that define aspects of GSM and related circuit-switched services in mobile telecommunications systems.
  • C. TS 34-series
    TS 34-series is a set of 3GPP technical specifications that define conformance testing and related procedures for 3G mobile communication systems.
  • D. TS 33-series
    TS 33-series is the family of 3GPP security specifications that define the security architecture and mechanisms for mobile communication systems such as 3G, 4G, and 5G.
  • E. TS 37-series
    TS 37-series is a set of 3GPP technical specifications that define aspects of interworking, radio access network interfaces, and related protocols 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: TS 43-series
Triple: [3GPP Technical Specifications, hasComponent, TS 43-series]
Generated description
TS 43-series is a set of 3GPP technical specifications that define the radio access network and related aspects of GSM/EDGE and early mobile communication systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TS 43-series
Target entity description: TS 43-series is a set of 3GPP technical specifications that define the radio access network and related aspects of GSM/EDGE and early mobile communication systems.
  • A. TS 41-series
    TS 41-series is a set of 3GPP technical specifications that define aspects of GSM/EDGE radio access and related network features within the 2G/2.5G mobile communication standards.
  • B. TS 42-series
    The TS 42-series is a set of 3GPP technical specifications that define aspects of GSM and related circuit-switched services in mobile telecommunications systems.
  • C. TS 34-series
    TS 34-series is a set of 3GPP technical specifications that define conformance testing and related procedures for 3G mobile communication systems.
  • D. TS 33-series
    TS 33-series is the family of 3GPP security specifications that define the security architecture and mechanisms for mobile communication systems such as 3G, 4G, and 5G.
  • E. TS 37-series
    TS 37-series is a set of 3GPP technical specifications that define aspects of interworking, radio access network interfaces, and related protocols 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_69c0087010d081908bb8142342d63330 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04dc51d948190bacf4c40a73e91b2 completed March 22, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6537678fc8190aa0f2f198c1d8385 completed March 27, 2026, 9:52 a.m.
NEDg Description generation batch_69c65772d5f88190837a7b0ac5884f3a completed March 27, 2026, 10:09 a.m.
NED2 Entity disambiguation (via description) batch_69c65886ec388190bb48ac7b36578709 completed March 27, 2026, 10:14 a.m.
Created at: March 22, 2026, 4:04 p.m.