Triple

T8107589
Position Surface form Disambiguated ID Type / Status
Subject Ludovic Halévy E189264 entity
Predicate notableWork P4 FINISHED
Object Frou-Frou
Frou-Frou is a French play co-written by Ludovic Halévy that became well known in the 19th century for its dramatic portrayal of a woman's downfall in Parisian high society.
 E712605 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: Frou-Frou | Statement: [Ludovic Halévy, notableWork, Frou-Frou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frou-Frou
Context triple: [Ludovic Halévy, notableWork, Frou-Frou]
  • A. Frou Frou
    Frou Frou is an English electronic music duo best known for their atmospheric, emotive pop sound and their influential early-2000s album "Details."
  • B. Morcheeba
    Morcheeba is a British band known for its smooth blend of trip hop, downtempo, and soul, characterized by laid-back grooves and atmospheric production.
  • C. Scissor Sisters
    Scissor Sisters are an American pop-rock band known for their flamboyant style and dance-oriented hits like "Take Your Mama" and "I Don't Feel Like Dancin'."
  • D. Sneaker Pimps
    Sneaker Pimps are a British electronic/trip-hop band best known for their 1996 debut album "Becoming X" and the hit single "6 Underground."
  • E. The Ting Tings
    The Ting Tings are an English indie pop duo known for their catchy, danceable hits like "That's Not My Name" and "Shut Up and Let Me Go."
  • 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: Frou-Frou
Triple: [Ludovic Halévy, notableWork, Frou-Frou]
Generated description
Frou-Frou is a French play co-written by Ludovic Halévy that became well known in the 19th century for its dramatic portrayal of a woman's downfall in Parisian high society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frou-Frou
Target entity description: Frou-Frou is a French play co-written by Ludovic Halévy that became well known in the 19th century for its dramatic portrayal of a woman's downfall in Parisian high society.
  • A. Frou Frou
    Frou Frou is an English electronic music duo best known for their atmospheric, emotive pop sound and their influential early-2000s album "Details."
  • B. Morcheeba
    Morcheeba is a British band known for its smooth blend of trip hop, downtempo, and soul, characterized by laid-back grooves and atmospheric production.
  • C. Scissor Sisters
    Scissor Sisters are an American pop-rock band known for their flamboyant style and dance-oriented hits like "Take Your Mama" and "I Don't Feel Like Dancin'."
  • D. Sneaker Pimps
    Sneaker Pimps are a British electronic/trip-hop band best known for their 1996 debut album "Becoming X" and the hit single "6 Underground."
  • E. The Ting Tings
    The Ting Tings are an English indie pop duo known for their catchy, danceable hits like "That's Not My Name" and "Shut Up and Let Me Go."
  • 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.