Triple

T1864250
Position Surface form Disambiguated ID Type / Status
Subject I Wanna Be Down E34883 entity
Predicate producer P490 FINISHED
Object Keith Crouch
Keith Crouch is an American R&B songwriter and record producer best known for his work on Brandy’s early hits and other 1990s soul and gospel projects.
 E217701 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: Keith Crouch | Statement: [I Wanna Be Down, producer, Keith Crouch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keith Crouch
Context triple: [I Wanna Be Down, producer, Keith Crouch]
  • A. Joel McNeely
    Joel McNeely is an American composer and conductor best known for his work on film and television scores, including numerous projects for Disney and other major studios.
  • B. Ray Scott
    Ray Scott was a renowned American sportscaster best known for his minimalist, understated play-by-play style on NFL broadcasts.
  • C. Keith Lockhart
    Keith Lockhart is an American conductor best known for his long tenure leading the Boston Pops Orchestra and his frequent appearances on nationally televised concerts.
  • D. Dave Moutrey
    Dave Moutrey is a British arts leader and cultural executive best known for directing and developing Manchester’s HOME arts centre.
  • E. Ray Collins
    Ray Collins was an American character actor best known for his roles in classic films and radio, including his appearance in Orson Welles’s landmark film "Citizen Kane."
  • 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: Keith Crouch
Triple: [I Wanna Be Down, producer, Keith Crouch]
Generated description
Keith Crouch is an American R&B songwriter and record producer best known for his work on Brandy’s early hits and other 1990s soul and gospel projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keith Crouch
Target entity description: Keith Crouch is an American R&B songwriter and record producer best known for his work on Brandy’s early hits and other 1990s soul and gospel projects.
  • A. Joel McNeely
    Joel McNeely is an American composer and conductor best known for his work on film and television scores, including numerous projects for Disney and other major studios.
  • B. Ray Scott
    Ray Scott was a renowned American sportscaster best known for his minimalist, understated play-by-play style on NFL broadcasts.
  • C. Keith Lockhart
    Keith Lockhart is an American conductor best known for his long tenure leading the Boston Pops Orchestra and his frequent appearances on nationally televised concerts.
  • D. Dave Moutrey
    Dave Moutrey is a British arts leader and cultural executive best known for directing and developing Manchester’s HOME arts centre.
  • E. Ray Collins
    Ray Collins was an American character actor best known for his roles in classic films and radio, including his appearance in Orson Welles’s landmark film "Citizen Kane."
  • 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_69a88600b2f88190bc09303e68ab517e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb0a0b4b881908b07c07db624701d completed March 7, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3c82d50819094e8ccdba0faf819 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf6023dc081908399c9ad402c7e82 completed March 8, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69adf65600448190ae90a954f88115ff completed March 8, 2026, 10:21 p.m.
Created at: March 4, 2026, 7:34 p.m.