Triple

T8107571
Position Surface form Disambiguated ID Type / Status
Subject Ludovic Halévy E189264 entity
Predicate familyName P18 FINISHED
Object Halévy
Halévy is a notable French surname associated with a prominent 19th-century family of writers and composers, including figures such as Ludovic Halévy.
 E712600 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: Halévy | Statement: [Ludovic Halévy, familyName, Halévy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Halévy
Context triple: [Ludovic Halévy, familyName, Halévy]
  • A. Firmin
    Firmin is a French given name notably borne by Firmin Didot, a renowned printer, typefounder, and member of the influential Didot family in the history of typography.
  • B. René de Travière
    René de Travière is a fictional character from the swashbuckling adventure film "The Purple Mask," set in post-Napoleonic France.
  • C. Florestan
    Florestan is the unjustly imprisoned political dissident whose rescue by his devoted wife Leonore drives the central drama of Beethoven’s opera "Fidelio."
  • D. Pierre Gringoire
    Pierre Gringoire is a struggling poet and playwright who serves as a key viewpoint character and occasional comic figure in Victor Hugo’s novel "Notre-Dame de Paris."
  • E. Hirzel
    Hirzel is a small Swiss village in the canton of Zurich, known as the birthplace of "Heidi" author Johanna Spyri.
  • 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: Halévy
Triple: [Ludovic Halévy, familyName, Halévy]
Generated description
Halévy is a notable French surname associated with a prominent 19th-century family of writers and composers, including figures such as Ludovic Halévy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Halévy
Target entity description: Halévy is a notable French surname associated with a prominent 19th-century family of writers and composers, including figures such as Ludovic Halévy.
  • A. Firmin
    Firmin is a French given name notably borne by Firmin Didot, a renowned printer, typefounder, and member of the influential Didot family in the history of typography.
  • B. René de Travière
    René de Travière is a fictional character from the swashbuckling adventure film "The Purple Mask," set in post-Napoleonic France.
  • C. Florestan
    Florestan is the unjustly imprisoned political dissident whose rescue by his devoted wife Leonore drives the central drama of Beethoven’s opera "Fidelio."
  • D. Pierre Gringoire
    Pierre Gringoire is a struggling poet and playwright who serves as a key viewpoint character and occasional comic figure in Victor Hugo’s novel "Notre-Dame de Paris."
  • E. Hirzel
    Hirzel is a small Swiss village in the canton of Zurich, known as the birthplace of "Heidi" author Johanna Spyri.
  • 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_69ca82b9d5848190a24672775d5c5011 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42f89dd481908f1a25e4b16a8fc8 completed March 31, 2026, 3:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc94198fdc8190bcf3c6285e52fdd3 completed April 1, 2026, 3:42 a.m.
NEDg Description generation batch_69cc95bfb2b08190ae4bbf8fdde3165d completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc9771b6e48190bd5f45c3f8853890 completed April 1, 2026, 3:56 a.m.
Created at: March 30, 2026, 5:32 p.m.