Triple

T12765636
Position Surface form Disambiguated ID Type / Status
Subject Montpellier tramway E305115 entity
Predicate operator P179 FINISHED
Object TaM Montpellier 3M
TaM Montpellier 3M is the public transport authority responsible for operating and managing the urban transit network in Montpellier, France, including its tram and bus services.
 E1001898 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: TaM Montpellier 3M | Statement: [Montpellier tramway, operator, TaM Montpellier 3M]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TaM Montpellier 3M
Context triple: [Montpellier tramway, operator, TaM Montpellier 3M]
  • A. MHC Lyons
    MHC Lyons is an Irish architectural firm known for its contemporary designs and contributions to modern urban development.
  • B. RC Toulon
    RC Toulon is a professional French rugby union club based in Toulon, renowned for its success in domestic and European competitions.
  • C. Montpellier HSC
    Montpellier HSC is a French professional football club based in Montpellier that competes in Ligue 1 and has a history of developing notable players such as Eric Cantona.
  • D. Tricastini
    Tricastini were an ancient Gallic tribe that inhabited the region around modern-day Tricastin in southeastern France during the Iron Age and Roman periods.
  • E. Luc Montpellier
    Luc Montpellier is a Canadian cinematographer known for his visually expressive work on independent and art-house films.
  • 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: TaM Montpellier 3M
Triple: [Montpellier tramway, operator, TaM Montpellier 3M]
Generated description
TaM Montpellier 3M is the public transport authority responsible for operating and managing the urban transit network in Montpellier, France, including its tram and bus services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TaM Montpellier 3M
Target entity description: TaM Montpellier 3M is the public transport authority responsible for operating and managing the urban transit network in Montpellier, France, including its tram and bus services.
  • A. MHC Lyons
    MHC Lyons is an Irish architectural firm known for its contemporary designs and contributions to modern urban development.
  • B. RC Toulon
    RC Toulon is a professional French rugby union club based in Toulon, renowned for its success in domestic and European competitions.
  • C. Montpellier HSC
    Montpellier HSC is a French professional football club based in Montpellier that competes in Ligue 1 and has a history of developing notable players such as Eric Cantona.
  • D. Tricastini
    Tricastini were an ancient Gallic tribe that inhabited the region around modern-day Tricastin in southeastern France during the Iron Age and Roman periods.
  • E. Luc Montpellier
    Luc Montpellier is a Canadian cinematographer known for his visually expressive work on independent and art-house films.
  • 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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96df1ef148190af525532fcb0933b completed April 10, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684f4e1508190a6f023f1d1dc192e completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f6863fada48190afe2ff7896a60094 completed May 2, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69f686bcac94819088782273effbb06a completed May 2, 2026, 11:20 p.m.
Created at: April 9, 2026, 5:28 p.m.