Triple

T17766571
Position Surface form Disambiguated ID Type / Status
Subject Loire E443522 entity
Predicate containsCity P294 FINISHED
Object Saint-Chamond
Saint-Chamond is an industrial town in central France known historically for its steelworks and armaments production, particularly during the 19th and early 20th centuries.
 E1286749 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: Saint-Chamond | Statement: [Loire, containsCity, Saint-Chamond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Saint-Chamond
Context triple: [Loire, containsCity, Saint-Chamond]
  • A. Le Creusot
    Le Creusot is an industrial town in eastern France historically known for its steelworks and heavy engineering industries.
  • B. Pont Maréchal-Leclerc
    Pont Maréchal-Leclerc is a principal road bridge spanning the Seine in the town of Melun, France.
  • C. Versailles-Chantiers
    Versailles-Chantiers is a major railway station in Versailles, France, serving as an important suburban and regional transport hub in the Paris metropolitan area.
  • D. duc de Tallard
    The duc de Tallard was a French noble title most notably held by Camille d’Hostun de la Baume, a prominent general and marshal of France during the late 17th and early 18th centuries.
  • E. Traton
    Traton is a commercial vehicle manufacturer and holding company that oversees brands like MAN and Scania within the Volkswagen Group.
  • 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: Saint-Chamond
Triple: [Loire, containsCity, Saint-Chamond]
Generated description
Saint-Chamond is an industrial town in central France known historically for its steelworks and armaments production, particularly during the 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Saint-Chamond
Target entity description: Saint-Chamond is an industrial town in central France known historically for its steelworks and armaments production, particularly during the 19th and early 20th centuries.
  • A. Le Creusot
    Le Creusot is an industrial town in eastern France historically known for its steelworks and heavy engineering industries.
  • B. Pont Maréchal-Leclerc
    Pont Maréchal-Leclerc is a principal road bridge spanning the Seine in the town of Melun, France.
  • C. Versailles-Chantiers
    Versailles-Chantiers is a major railway station in Versailles, France, serving as an important suburban and regional transport hub in the Paris metropolitan area.
  • D. duc de Tallard
    The duc de Tallard was a French noble title most notably held by Camille d’Hostun de la Baume, a prominent general and marshal of France during the late 17th and early 18th centuries.
  • E. Traton
    Traton is a commercial vehicle manufacturer and holding company that oversees brands like MAN and Scania within the Volkswagen Group.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e485fccb9881908923564bf319f3c1 completed April 19, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02efc14808819099ecbb8a752aff24 completed May 12, 2026, 9:15 a.m.
NEDg Description generation batch_6a02f096fc648190a1ff19f2704a4cef completed May 12, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a02f1d0a4708190bbf51356da7e965e completed May 12, 2026, 9:24 a.m.
Created at: April 10, 2026, 10:11 a.m.