Triple

T4624298
Position Surface form Disambiguated ID Type / Status
Subject City center of Le Havre E101057 entity
Predicate associatedArchitect P184 FINISHED
Object Raymond Audigier
Raymond Audigier was a French architect known for his role in the postwar urban design and reconstruction of central Le Havre.
E575007 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: Raymond Audigier | Statement: [City center of Le Havre, associatedArchitect, Raymond Audigier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raymond Audigier
Context triple: [City center of Le Havre, associatedArchitect, Raymond Audigier]
  • A. André Marty
    André Marty was a French communist politician and militant who became infamous for his leadership role and harsh disciplinary actions within the International Brigades during the Spanish Civil War.
  • B. André Massoulle
    André Massoulle was a French sculptor known for contributing decorative statuary to major Parisian monuments in the late 19th and early 20th centuries.
  • C. Victor Laloux
    Victor Laloux was a prominent French architect of the late 19th and early 20th centuries, best known for his grand Beaux-Arts railway stations and public buildings in Paris.
  • D. Georges Blanchard
    Georges Blanchard was a French general best known for his leadership of French forces during the early stages of World War II, particularly in the 1940 Battle of France.
  • E. Charles Jonnart
    Charles Jonnart was a French politician and statesman of the Third Republic, known for his ministerial roles and influence in centrist republican politics.
  • 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: Raymond Audigier
Triple: [City center of Le Havre, associatedArchitect, Raymond Audigier]
Generated description
Raymond Audigier was a French architect known for his role in the postwar urban design and reconstruction of central Le Havre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raymond Audigier
Target entity description: Raymond Audigier was a French architect known for his role in the postwar urban design and reconstruction of central Le Havre.
  • A. André Marty
    André Marty was a French communist politician and militant who became infamous for his leadership role and harsh disciplinary actions within the International Brigades during the Spanish Civil War.
  • B. André Massoulle
    André Massoulle was a French sculptor known for contributing decorative statuary to major Parisian monuments in the late 19th and early 20th centuries.
  • C. Victor Laloux
    Victor Laloux was a prominent French architect of the late 19th and early 20th centuries, best known for his grand Beaux-Arts railway stations and public buildings in Paris.
  • D. Georges Blanchard
    Georges Blanchard was a French general best known for his leadership of French forces during the early stages of World War II, particularly in the 1940 Battle of France.
  • E. Charles Jonnart
    Charles Jonnart was a French politician and statesman of the Third Republic, known for his ministerial roles and influence in centrist republican politics.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a06d6248190a613be9784dd1ef4 completed March 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16e581e94819086313b9d3a40b159 completed March 23, 2026, 4:46 p.m.
NEDg Description generation batch_69c1e023cfd0819089cb5727c673f098 completed March 24, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69c1e07df8388190ba0ed8879a4ca2ee completed March 24, 2026, 12:53 a.m.
Created at: March 20, 2026, 1:13 p.m.