Triple

T21809523
Position Surface form Disambiguated ID Type / Status
Subject Clermont-Ferrand public transport network E538433 entity
Predicate brandName P1500 FINISHED
Object T2C
T2C is the public transportation operator serving the city of Clermont-Ferrand and its surrounding metropolitan area in France.
 E1502846 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: T2C | Statement: [Clermont-Ferrand public transport network, brandName, T2C]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: T2C
Context triple: [Clermont-Ferrand public transport network, brandName, T2C]
  • A. T2S
    T2S is a European Central Bank platform that provides a single, centralized system for the settlement of securities transactions in central bank money across participating European markets.
  • B. T2L
    T2L is the common abbreviation for the Tecolotes de los Dos Laredos, a historic binational Mexican League baseball team that represents both Laredo, Texas, and Nuevo Laredo, Tamaulipas.
  • C. T.C.
    T.C. is the standard abbreviation for the United States Tax Court, a federal court that hears disputes between taxpayers and the Internal Revenue Service.
  • D. T.C.
    T.C. is the streetwise, charismatic feline leader of a gang of alley cats in the classic Hanna-Barbera animated television series "Top Cat."
  • E. Big TC
    Big TC is an American rapper and singer known both for his collaborations with his brother Ty Dolla Sign and for his incarceration, which has been a recurring subject in Ty Dolla Sign’s music.
  • 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: T2C
Triple: [Clermont-Ferrand public transport network, brandName, T2C]
Generated description
T2C is the public transportation operator serving the city of Clermont-Ferrand and its surrounding metropolitan area in France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: T2C
Target entity description: T2C is the public transportation operator serving the city of Clermont-Ferrand and its surrounding metropolitan area in France.
  • A. T2S
    T2S is a European Central Bank platform that provides a single, centralized system for the settlement of securities transactions in central bank money across participating European markets.
  • B. T2L
    T2L is the common abbreviation for the Tecolotes de los Dos Laredos, a historic binational Mexican League baseball team that represents both Laredo, Texas, and Nuevo Laredo, Tamaulipas.
  • C. T.C.
    T.C. is the standard abbreviation for the United States Tax Court, a federal court that hears disputes between taxpayers and the Internal Revenue Service.
  • D. T.C.
    T.C. is the streetwise, charismatic feline leader of a gang of alley cats in the classic Hanna-Barbera animated television series "Top Cat."
  • E. Big TC
    Big TC is an American rapper and singer known both for his collaborations with his brother Ty Dolla Sign and for his incarceration, which has been a recurring subject in Ty Dolla Sign’s music.
  • 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_69e0c473f0f8819086c9d1b4a143bd67 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f07cc4809c8190853e2777a1f573d4 completed April 28, 2026, 9:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e88cf888190b185e72216cdf44f completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f31d4788190a5b7d3678c2dd432 completed May 17, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0a402328f88190aedece0522614d71 completed May 17, 2026, 10:24 p.m.
Created at: April 16, 2026, 6:53 p.m.