Triple

T8742664
Position Surface form Disambiguated ID Type / Status
Subject Christophe Galfard E207540 entity
Predicate familyName P18 FINISHED
Object Galfard
Galfard is the surname of Christophe Galfard, a French theoretical physicist and science communicator known for his popular science books.
 E754492 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: Galfard | Statement: [Christophe Galfard, familyName, Galfard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Galfard
Context triple: [Christophe Galfard, familyName, Galfard]
  • A. Blyford
    Blyford is a small rural village located in the English county of Suffolk.
  • B. Windlestone
    Windlestone is a village in County Durham, England, known for its historic country house, Windlestone Hall, and its rural surroundings.
  • C. Umberleigh
    Umberleigh is a small rural village in North Devon, England, situated on the River Taw and served by a local railway station.
  • D. Pelforth
    Pelforth is a French beer brand known for its rich, malty brews, particularly its amber and brown ales.
  • E. Balderstone
    Balderstone is a district and residential area within the Balderstone and Kirkholt ward of Rochdale in Greater Manchester, England.
  • 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: Galfard
Triple: [Christophe Galfard, familyName, Galfard]
Generated description
Galfard is the surname of Christophe Galfard, a French theoretical physicist and science communicator known for his popular science books.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Galfard
Target entity description: Galfard is the surname of Christophe Galfard, a French theoretical physicist and science communicator known for his popular science books.
  • A. Blyford
    Blyford is a small rural village located in the English county of Suffolk.
  • B. Windlestone
    Windlestone is a village in County Durham, England, known for its historic country house, Windlestone Hall, and its rural surroundings.
  • C. Umberleigh
    Umberleigh is a small rural village in North Devon, England, situated on the River Taw and served by a local railway station.
  • D. Pelforth
    Pelforth is a French beer brand known for its rich, malty brews, particularly its amber and brown ales.
  • E. Balderstone
    Balderstone is a district and residential area within the Balderstone and Kirkholt ward of Rochdale in Greater Manchester, England.
  • 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d71619481909fc4d87af3d01432 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42f282e48190ad158063e265e0f0 completed April 3, 2026, 4:32 a.m.
NEDg Description generation batch_69cf4433605c8190991f95d19726cab8 completed April 3, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf44c20b408190b622d18f78277802 completed April 3, 2026, 4:40 a.m.
Created at: March 30, 2026, 6:38 p.m.