Triple

T8152132
Position Surface form Disambiguated ID Type / Status
Subject Black Consciousness Movement E190356 entity
Predicate keyFigure P256 FINISHED
Object Saths Cooper
Saths Cooper is a South African psychologist, anti-apartheid activist, and close associate of Steve Biko who played a prominent leadership role in the Black Consciousness Movement.
 E717522 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: Saths Cooper | Statement: [Black Consciousness Movement, keyFigure, Saths Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Saths Cooper
Context triple: [Black Consciousness Movement, keyFigure, Saths Cooper]
  • A. Blain Cooper
    Blain Cooper is a tough, heavy-weapons specialist and member of the elite military rescue team in the 1987 science fiction action film "Predator."
  • B. Kyle Cooper
    Kyle Cooper is a composer recognized for his award-winning work in video game music, including earning top honors at The Game Awards.
  • C. Clancy Cooper
    Clancy Cooper was an American character actor known for his numerous supporting roles in mid-20th-century films and television.
  • D. Felix Cooper
    Felix Cooper is the central protagonist of the series "NW," around whom the main narrative and character developments revolve.
  • E. Nate Cooper
    Nate Cooper is a character in the film "The Devil Wears Prada," known as the boyfriend of protagonist Andy Sachs who represents her pre-fashion-world life and values.
  • 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: Saths Cooper
Triple: [Black Consciousness Movement, keyFigure, Saths Cooper]
Generated description
Saths Cooper is a South African psychologist, anti-apartheid activist, and close associate of Steve Biko who played a prominent leadership role in the Black Consciousness Movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Saths Cooper
Target entity description: Saths Cooper is a South African psychologist, anti-apartheid activist, and close associate of Steve Biko who played a prominent leadership role in the Black Consciousness Movement.
  • A. Blain Cooper
    Blain Cooper is a tough, heavy-weapons specialist and member of the elite military rescue team in the 1987 science fiction action film "Predator."
  • B. Kyle Cooper
    Kyle Cooper is a composer recognized for his award-winning work in video game music, including earning top honors at The Game Awards.
  • C. Clancy Cooper
    Clancy Cooper was an American character actor known for his numerous supporting roles in mid-20th-century films and television.
  • D. Felix Cooper
    Felix Cooper is the central protagonist of the series "NW," around whom the main narrative and character developments revolve.
  • E. Nate Cooper
    Nate Cooper is a character in the film "The Devil Wears Prada," known as the boyfriend of protagonist Andy Sachs who represents her pre-fashion-world life and values.
  • 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_69ca82be7ba8819087de0147e9292c83 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4483799c81908e73f9a87ed99185 completed March 31, 2026, 3:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbef9f28881909961b599d395d6df completed April 1, 2026, 6:45 a.m.
NEDg Description generation batch_69ccc310b514819099228a1cc66517c5 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd8041c00819094094701ace21aa0 completed April 1, 2026, 8:32 a.m.
Created at: March 30, 2026, 5:37 p.m.