Triple

T16228932
Position Surface form Disambiguated ID Type / Status
Subject Deuce Bigalow: Male Gigolo E393928 entity
Predicate producer P490 FINISHED
Object Carr D’Angelo
Carr D’Angelo is a film producer best known for his work on the comedy movie "Deuce Bigalow: Male Gigolo."
 E1200886 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: Carr D’Angelo | Statement: [Deuce Bigalow: Male Gigolo, producer, Carr D’Angelo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Carr D’Angelo
Context triple: [Deuce Bigalow: Male Gigolo, producer, Carr D’Angelo]
  • A. D’Angelo
    D’Angelo is an Italian-origin surname borne by various notable figures in entertainment, sports, and other fields.
  • B. D'Angelo
    D'Angelo is an influential American neo-soul singer, songwriter, multi-instrumentalist, and producer known for albums like "Brown Sugar" and "Voodoo" and for helping shape the sound of contemporary R&B.
  • C. Aloe Blacc
    Aloe Blacc is an American singer, songwriter, and musician best known for soulful hits like "I Need a Dollar" and his vocals on Avicii's "Wake Me Up."
  • D. Paul D'Angelo
    Paul D'Angelo is a musician best known as a former member of the American thrash metal band Meliah Rage.
  • E. Rahsaan Morris
    Rahsaan Morris is known as the father of singer Indira Milini Khan, the daughter of legendary vocalist Chaka Khan.
  • 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: Carr D’Angelo
Triple: [Deuce Bigalow: Male Gigolo, producer, Carr D’Angelo]
Generated description
Carr D’Angelo is a film producer best known for his work on the comedy movie "Deuce Bigalow: Male Gigolo."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Carr D’Angelo
Target entity description: Carr D’Angelo is a film producer best known for his work on the comedy movie "Deuce Bigalow: Male Gigolo."
  • A. D’Angelo
    D’Angelo is an Italian-origin surname borne by various notable figures in entertainment, sports, and other fields.
  • B. D'Angelo
    D'Angelo is an influential American neo-soul singer, songwriter, multi-instrumentalist, and producer known for albums like "Brown Sugar" and "Voodoo" and for helping shape the sound of contemporary R&B.
  • C. Aloe Blacc
    Aloe Blacc is an American singer, songwriter, and musician best known for soulful hits like "I Need a Dollar" and his vocals on Avicii's "Wake Me Up."
  • D. Paul D'Angelo
    Paul D'Angelo is a musician best known as a former member of the American thrash metal band Meliah Rage.
  • E. Rahsaan Morris
    Rahsaan Morris is known as the father of singer Indira Milini Khan, the daughter of legendary vocalist Chaka Khan.
  • 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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e23d2889688190ac04e4e9479cabf4 completed April 17, 2026, 2:01 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00079e83f08190a260751fd8b55eef completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a00089a498c819092685d13f975e7cd completed May 10, 2026, 4:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0009042b288190b3a756354c04dfd3 completed May 10, 2026, 4:26 a.m.
Created at: April 10, 2026, 5:03 a.m.