Triple

T5988290
Position Surface form Disambiguated ID Type / Status
Subject 3GPP Technical Specifications E133281 entity
Predicate hasComponent P35 FINISHED
Object TS 25-series
TS 25-series is a family of 3GPP technical specifications that define the radio access network and related technologies for the UMTS (3G) mobile communication system.
 E570249 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 25-series | Statement: [3GPP Technical Specifications, hasComponent, TS 25-series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TS 25-series
Context triple: [3GPP Technical Specifications, hasComponent, TS 25-series]
  • A. TS 23-series
    TS 23-series is a set of 3GPP system architecture and service-level technical specifications that define how mobile networks and their services are structured and interoperate.
  • B. TS 21-series
    TS 21-series is a set of 3GPP technical specifications that define overall system architecture, principles, and frameworks for mobile telecommunications standards.
  • C. TS 22-series
    TS 22-series is a set of 3GPP technical specifications that define service requirements and features for mobile telecommunications systems.
  • D. TS 24-series
    The TS 24-series is a collection of 3GPP technical specifications that define core signaling, call control, and session management protocols for mobile and IP-based telecommunications networks.
  • E. Tokyu 5050 series
    The Tokyu 5050 series is a Japanese electric multiple unit commuter train type operated by Tokyu Corporation and used on through-services with Tokyo Metro and other railway lines in the Tokyo area.
  • 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 25-series
Triple: [3GPP Technical Specifications, hasComponent, TS 25-series]
Generated description
TS 25-series is a family of 3GPP technical specifications that define the radio access network and related technologies for the UMTS (3G) mobile communication system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TS 25-series
Target entity description: TS 25-series is a family of 3GPP technical specifications that define the radio access network and related technologies for the UMTS (3G) mobile communication system.
  • A. TS 23-series
    TS 23-series is a set of 3GPP system architecture and service-level technical specifications that define how mobile networks and their services are structured and interoperate.
  • B. TS 21-series
    TS 21-series is a set of 3GPP technical specifications that define overall system architecture, principles, and frameworks for mobile telecommunications standards.
  • C. TS 22-series
    TS 22-series is a set of 3GPP technical specifications that define service requirements and features for mobile telecommunications systems.
  • D. TS 24-series
    The TS 24-series is a collection of 3GPP technical specifications that define core signaling, call control, and session management protocols for mobile and IP-based telecommunications networks.
  • E. Tokyu 5050 series
    The Tokyu 5050 series is a Japanese electric multiple unit commuter train type operated by Tokyu Corporation and used on through-services with Tokyo Metro and other railway lines in the Tokyo area.
  • 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_69c1355db96c8190b40b32b8d3a5dbdf completed March 23, 2026, 12:43 p.m.
NEDg Description generation batch_69c13784569c819084aea01ac3d2c5dc completed March 23, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_69c137fd85cc8190ad213d3462e39d5c completed March 23, 2026, 12:54 p.m.
Created at: March 22, 2026, 4:04 p.m.