Triple

T4551971
Position Surface form Disambiguated ID Type / Status
Subject Hardy E120385 entity
Predicate hasNotableBearer P458 FINISHED
Object Francois-Joseph Hardy
François-Joseph Hardy was a French general who served during the Revolutionary and Napoleonic Wars.
E453665 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: Francois-Joseph Hardy | Statement: [Hardy, hasNotableBearer, Francois-Joseph Hardy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francois-Joseph Hardy
Context triple: [Hardy, hasNotableBearer, Francois-Joseph Hardy]
  • A. Amédée E. Forget
    Amédée E. Forget was a Canadian politician and statesman who became the inaugural lieutenant governor of Saskatchewan and previously served as a prominent official in the North-West Territories.
  • B. Ferdinand Lepage
    Ferdinand Lepage was a painter associated with the Impressionist movement who participated in the historic Impressionist exhibitions in late 19th-century France.
  • C. Francis Perrin
    Francis Perrin is a French physicist best known for his work in nuclear physics and for serving as France’s High Commissioner for Atomic Energy.
  • D. Étienne Provost
    Étienne Provost was a 19th-century French-Canadian fur trapper and explorer of the American West, particularly the regions that are now Utah and Colorado.
  • E. Léon Boyer
    Léon Boyer was a French civil engineer best known for designing major 19th-century railway structures, including the Garabit Viaduct.
  • 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: Francois-Joseph Hardy
Triple: [Hardy, hasNotableBearer, Francois-Joseph Hardy]
Generated description
François-Joseph Hardy was a French general who served during the Revolutionary and Napoleonic Wars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francois-Joseph Hardy
Target entity description: François-Joseph Hardy was a French general who served during the Revolutionary and Napoleonic Wars.
  • A. Amédée E. Forget
    Amédée E. Forget was a Canadian politician and statesman who became the inaugural lieutenant governor of Saskatchewan and previously served as a prominent official in the North-West Territories.
  • B. Ferdinand Lepage
    Ferdinand Lepage was a painter associated with the Impressionist movement who participated in the historic Impressionist exhibitions in late 19th-century France.
  • C. Francis Perrin
    Francis Perrin is a French physicist best known for his work in nuclear physics and for serving as France’s High Commissioner for Atomic Energy.
  • D. Étienne Provost
    Étienne Provost was a 19th-century French-Canadian fur trapper and explorer of the American West, particularly the regions that are now Utah and Colorado.
  • E. Léon Boyer
    Léon Boyer was a French civil engineer best known for designing major 19th-century railway structures, including the Garabit Viaduct.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd57f7b9748190af29d02fc77b02e0 completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3968b4c819082314a0dd9fb4202 completed March 20, 2026, 11:09 p.m.
NEDg Description generation batch_69bdd53c2ddc8190b73a31f9bb74be3e completed March 20, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69bdd563a7fc8190a7091add8ef0e717 completed March 20, 2026, 11:16 p.m.
Created at: March 20, 2026, 1:09 p.m.