Triple

T512195
Position Surface form Disambiguated ID Type / Status
Subject Chaka Khan E10630 entity
Predicate spouse P13 FINISHED
Object Richard Holland
Richard Holland is an American music producer and former husband of renowned singer Chaka Khan.
E69172 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: Richard Holland | Statement: [Chaka Khan, spouse, Richard Holland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Holland
Context triple: [Chaka Khan, spouse, Richard Holland]
  • A. Will Firth
    Will Firth is the son of English actor Colin Firth and is known primarily for his connection to his father's prominent film career.
  • B. David Bamber
    David Bamber is an English actor known for his character roles in British television and film, including his portrayal of Mr. Collins in the 1995 adaptation of "Pride and Prejudice."
  • C. John Curran
    John Curran is an American film director and screenwriter known for character-driven dramas such as "Chappaquiddick," "We Don't Live Here Anymore," and "The Painted Veil."
  • D. Julian Amery
    Julian Amery was a prominent British Conservative politician and minister known for his roles in defense and colonial affairs during the mid-20th century.
  • E. Hugh Frayne
    Hugh Frayne was an American labor leader and union official who played a significant role in coordinating labor relations and production during World War I.
  • 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: Richard Holland
Triple: [Chaka Khan, spouse, Richard Holland]
Generated description
Richard Holland is an American music producer and former husband of renowned singer Chaka Khan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Holland
Target entity description: Richard Holland is an American music producer and former husband of renowned singer Chaka Khan.
  • A. Will Firth
    Will Firth is the son of English actor Colin Firth and is known primarily for his connection to his father's prominent film career.
  • B. David Bamber
    David Bamber is an English actor known for his character roles in British television and film, including his portrayal of Mr. Collins in the 1995 adaptation of "Pride and Prejudice."
  • C. John Curran
    John Curran is an American film director and screenwriter known for character-driven dramas such as "Chappaquiddick," "We Don't Live Here Anymore," and "The Painted Veil."
  • D. Julian Amery
    Julian Amery was a prominent British Conservative politician and minister known for his roles in defense and colonial affairs during the mid-20th century.
  • E. Hugh Frayne
    Hugh Frayne was an American labor leader and union official who played a significant role in coordinating labor relations and production during World War I.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f16768c081909d05537ff070868b completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e3f1e5908190850594ccb37f364a completed March 2, 2026, 1:12 a.m.
NEDg Description generation batch_69a4e45cc06c8190901ab3d5182be133 completed March 2, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69a4e4b1ea148190a160dc43727a281a completed March 2, 2026, 1:15 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.