Triple

T12061794
Position Surface form Disambiguated ID Type / Status
Subject Ambérieu-en-Bugey E287189 entity
Predicate hasMuseum P105 FINISHED
Object Musée du Cheminot (railway workers’ museum)
The Musée du Cheminot is a French museum dedicated to the history, culture, and everyday life of railway workers, showcasing artifacts, documents, and equipment from the rail industry.
E965974 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: Musée du Cheminot (railway workers’ museum) | Statement: [Ambérieu-en-Bugey, hasMuseum, Musée du Cheminot (railway workers’ museum)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Musée du Cheminot (railway workers’ museum)
Context triple: [Ambérieu-en-Bugey, hasMuseum, Musée du Cheminot (railway workers’ museum)]
  • A. Musée du Fer et du Chemin de Fer
    Musée du Fer et du Chemin de Fer is a museum in Vallorbe, Switzerland, dedicated to the history and technology of ironworking and railways.
  • B. Cité du Train – Musée français du chemin de fer
    Cité du Train – Musée français du chemin de fer is France’s national railway museum, showcasing the history and heritage of French rail transport through historic locomotives, rolling stock, and interactive exhibits.
  • C. Railway Museum of Brest
    The Railway Museum of Brest is a transport-focused museum in Brest, Belarus, showcasing a large collection of historic locomotives and rolling stock in an open-air setting.
  • D. Railway Museum
    The Railway Museum in Livingstone is a heritage institution dedicated to preserving and showcasing the history of rail transport in Zambia and the wider region.
  • E. Railway Museum
    The Railway Museum is a major Japanese museum dedicated to the history, technology, and culture of rail transport, featuring extensive exhibits of trains, simulators, and interactive displays.
  • 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: Musée du Cheminot (railway workers’ museum)
Triple: [Ambérieu-en-Bugey, hasMuseum, Musée du Cheminot (railway workers’ museum)]
Generated description
The Musée du Cheminot is a French museum dedicated to the history, culture, and everyday life of railway workers, showcasing artifacts, documents, and equipment from the rail industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Musée du Cheminot (railway workers’ museum)
Target entity description: The Musée du Cheminot is a French museum dedicated to the history, culture, and everyday life of railway workers, showcasing artifacts, documents, and equipment from the rail industry.
  • A. Musée du Fer et du Chemin de Fer
    Musée du Fer et du Chemin de Fer is a museum in Vallorbe, Switzerland, dedicated to the history and technology of ironworking and railways.
  • B. Cité du Train – Musée français du chemin de fer
    Cité du Train – Musée français du chemin de fer is France’s national railway museum, showcasing the history and heritage of French rail transport through historic locomotives, rolling stock, and interactive exhibits.
  • C. Railway Museum of Brest
    The Railway Museum of Brest is a transport-focused museum in Brest, Belarus, showcasing a large collection of historic locomotives and rolling stock in an open-air setting.
  • D. Railway Museum
    The Railway Museum is a major Japanese museum dedicated to the history, technology, and culture of rail transport, featuring extensive exhibits of trains, simulators, and interactive displays.
  • E. Railway Museum
    The Railway Museum in Livingstone is a heritage institution dedicated to preserving and showcasing the history of rail transport in Zambia and the wider region.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9043f82248190b05692aa0dc178a8 completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6532a048190b53f96c9df948dda completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f600b51f488190a85a8f10f190b3c0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ef0a9c8190ac922562a8856def completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:48 p.m.