Triple

T12223775
Position Surface form Disambiguated ID Type / Status
Subject Gavin DeGraw (album) E291287 entity
Predicate producer P490 FINISHED
Object Camus Celli
Camus Celli is a music producer known for his work with artists such as Gavin DeGraw.
 E968478 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: Camus Celli | Statement: [Gavin DeGraw (album), producer, Camus Celli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Camus Celli
Context triple: [Gavin DeGraw (album), producer, Camus Celli]
  • A. Giraud
    Giraud is a French surname borne by various notable figures in French history and culture.
  • B. Lebrun
    Lebrun is a French surname borne by various notable figures in politics, arts, and other fields.
  • C. Balard
    Balard is a Paris Métro station in the 15th arrondissement, serving as a key transport hub near the Parc des Expositions and several major administrative and military sites.
  • D. Roussel
    Roussel is a surname of French origin, often used as an alternative spelling of Russell.
  • E. Meyssac
    Meyssac is a small historic commune in central France’s Corrèze department, noted for its red sandstone buildings and traditional rural character.
  • 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: Camus Celli
Triple: [Gavin DeGraw (album), producer, Camus Celli]
Generated description
Camus Celli is a music producer known for his work with artists such as Gavin DeGraw.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Camus Celli
Target entity description: Camus Celli is a music producer known for his work with artists such as Gavin DeGraw.
  • A. Giraud
    Giraud is a French surname borne by various notable figures in French history and culture.
  • B. Lebrun
    Lebrun is a French surname borne by various notable figures in politics, arts, and other fields.
  • C. Balard
    Balard is a Paris Métro station in the 15th arrondissement, serving as a key transport hub near the Parc des Expositions and several major administrative and military sites.
  • D. Roussel
    Roussel is a surname of French origin, often used as an alternative spelling of Russell.
  • E. Meyssac
    Meyssac is a small historic commune in central France’s Corrèze department, noted for its red sandstone buildings and traditional rural character.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca11f788190bad2efb6c83ffccb completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60aa6d3d481909852a6f2f90d7a41 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60c06e4c08190985114da9317e8fd completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c97a7e08190b782b3aa6d60d770 completed May 2, 2026, 2:39 p.m.
Created at: April 8, 2026, 9:51 p.m.