Triple

T9488622
Position Surface form Disambiguated ID Type / Status
Subject Valence TGV station E228824 entity
Predicate hasStationCode P1289 FINISHED
Object Valence TGV
Valence TGV is a high-speed railway station in southeastern France that serves as a major stop on the TGV network connecting Paris with the Mediterranean region.
E228822 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: Valence TGV | Statement: [Valence TGV station, hasStationCode, Valence TGV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Valence TGV
Context triple: [Valence TGV station, hasStationCode, Valence TGV]
  • A. Valence TGV area
    The Valence TGV area is a high-speed rail hub in southeastern France that serves as a major junction on the country’s TGV network, connecting the Rhône Valley to destinations across the Mediterranean and beyond.
  • B. TGV inOui
    TGV inOui is SNCF’s premium high-speed train service in France, offering upgraded comfort and amenities on major routes including those served by the LGV Méditerranée line.
  • C. Bezannes TGV
    Bezannes TGV is a tram terminus and transport hub in the suburb of Bezannes serving the high-speed TGV rail connections near Reims, France.
  • D. TGV V150 test train
    The TGV V150 test train is a specially modified French high-speed train that set the world rail speed record for conventional trains by reaching 574.8 km/h (357.2 mph) in 2007.
  • E. TGV Sud-Est trainset
    The TGV Sud-Est trainset is the original high-speed electric multiple unit used on France’s pioneering TGV services, known for inaugurating high-speed rail in the country in the early 1980s.
  • 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: Valence TGV
Triple: [Valence TGV station, hasStationCode, Valence TGV]
Generated description
Valence TGV is a high-speed railway station in southeastern France that serves as a major stop on the TGV network connecting Paris with the Mediterranean region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Valence TGV
Target entity description: Valence TGV is a high-speed railway station in southeastern France that serves as a major stop on the TGV network connecting Paris with the Mediterranean region.
  • A. Valence TGV area chosen
    The Valence TGV area is a high-speed rail hub in southeastern France that serves as a major junction on the country’s TGV network, connecting the Rhône Valley to destinations across the Mediterranean and beyond.
  • B. TGV inOui
    TGV inOui is SNCF’s premium high-speed train service in France, offering upgraded comfort and amenities on major routes including those served by the LGV Méditerranée line.
  • C. Bezannes TGV
    Bezannes TGV is a tram terminus and transport hub in the suburb of Bezannes serving the high-speed TGV rail connections near Reims, France.
  • D. TGV V150 test train
    The TGV V150 test train is a specially modified French high-speed train that set the world rail speed record for conventional trains by reaching 574.8 km/h (357.2 mph) in 2007.
  • E. TGV Sud-Est trainset
    The TGV Sud-Est trainset is the original high-speed electric multiple unit used on France’s pioneering TGV services, known for inaugurating high-speed rail in the country in the early 1980s.
  • F. None of above.

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_69ca847424f081908180305555139f7a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd80c5a05c8190b97d34f010e60ca1 completed April 1, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12d18fd908190b562fa0a8dad7c63 completed April 4, 2026, 3:24 p.m.
NEDg Description generation batch_69d12da44d7c8190afb11ae3009a79e5 completed April 4, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69d12e1459348190aed583b2364a53dd completed April 4, 2026, 3:28 p.m.
Created at: March 30, 2026, 7:55 p.m.