Triple

T9681528
Position Surface form Disambiguated ID Type / Status
Subject Fumbling Towards Ecstasy E234291 entity
Predicate contributor P1993 FINISHED
Object Pierre Marchand (arrangements)
Pierre Marchand is a Canadian record producer, arranger, and songwriter best known for his long-standing collaboration with Sarah McLachlan and his atmospheric, textured production style.
 E814073 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: Pierre Marchand (arrangements) | Statement: [Fumbling Towards Ecstasy, contributor, Pierre Marchand (arrangements)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pierre Marchand (arrangements)
Context triple: [Fumbling Towards Ecstasy, contributor, Pierre Marchand (arrangements)]
  • A. Jean-Christophe Beck
    Jean-Christophe Beck, known professionally as Christophe Beck, is a Canadian composer best known for his film and television scores, including the music for "Buffy the Vampire Slayer," "Frozen," and numerous other Hollywood productions.
  • B. Ludovic Bource
    Ludovic Bource is a French composer best known for his award-winning score for the silent film "The Artist."
  • C. Tristan Murail
    Tristan Murail is a French composer and leading figure of spectral music, known for his innovative exploration of timbre and computer-assisted composition.
  • D. Raymond Poulidor
    Raymond Poulidor was a celebrated French professional cyclist, famously nicknamed "The Eternal Second" for his many podium finishes in major races, especially the Tour de France, without ever winning it.
  • E. André Caplet
    André Caplet was a French composer and conductor closely associated with Claude Debussy, known for his innovative orchestration and impressionist-influenced works.
  • 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: Pierre Marchand (arrangements)
Triple: [Fumbling Towards Ecstasy, contributor, Pierre Marchand (arrangements)]
Generated description
Pierre Marchand is a Canadian record producer, arranger, and songwriter best known for his long-standing collaboration with Sarah McLachlan and his atmospheric, textured production style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pierre Marchand (arrangements)
Target entity description: Pierre Marchand is a Canadian record producer, arranger, and songwriter best known for his long-standing collaboration with Sarah McLachlan and his atmospheric, textured production style.
  • A. Jean-Christophe Beck
    Jean-Christophe Beck, known professionally as Christophe Beck, is a Canadian composer best known for his film and television scores, including the music for "Buffy the Vampire Slayer," "Frozen," and numerous other Hollywood productions.
  • B. Ludovic Bource
    Ludovic Bource is a French composer best known for his award-winning score for the silent film "The Artist."
  • C. Tristan Murail
    Tristan Murail is a French composer and leading figure of spectral music, known for his innovative exploration of timbre and computer-assisted composition.
  • D. Raymond Poulidor
    Raymond Poulidor was a celebrated French professional cyclist, famously nicknamed "The Eternal Second" for his many podium finishes in major races, especially the Tour de France, without ever winning it.
  • E. André Caplet
    André Caplet was a French composer and conductor closely associated with Claude Debussy, known for his innovative orchestration and impressionist-influenced works.
  • 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_69ca84c99e34819092e5563a7106cfca completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9c9fec1c8190b2626848cb2c1871 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a3d77c48190b7fcde4708ca3811 completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18b471e9c8190ae939b79512faad5 completed April 4, 2026, 10:05 p.m.
NED2 Entity disambiguation (via description) batch_69d18bf1dad8819085714fe301431b30 completed April 4, 2026, 10:08 p.m.
Created at: March 30, 2026, 8:16 p.m.