Triple

T6222455
Position Surface form Disambiguated ID Type / Status
Subject The Cosby Mysteries E139147 entity
Predicate creator P184 FINISHED
Object David Black
David Black is an American television writer and producer best known for his work on crime and mystery series.
E577743 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: David Black | Statement: [The Cosby Mysteries, creator, David Black]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Black
Context triple: [The Cosby Mysteries, creator, David Black]
  • A. David A. Black
    David A. Black is a Ruby programmer, author, and educator best known for his influential books and contributions to the Ruby community.
  • B. Jeremy Black
    Jeremy Black is a British historian renowned for his prolific scholarship on military history, international relations, and the history of warfare.
  • C. Douglas Roberts
    Douglas Roberts is known primarily as one of the sons of American cable television pioneer and Comcast co-founder Ralph J. Roberts.
  • D. Thaddeus Dixon
    Thaddeus Dixon is a music producer known for his work on Talib Kweli’s album "Prisoner of Conscious" and collaborations across hip-hop and R&B.
  • E. Charles Ardai
    Charles Ardai is an American writer, editor, and entrepreneur best known as the founder of the Hard Case Crime imprint and for his award-winning crime and mystery fiction.
  • 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: David Black
Triple: [The Cosby Mysteries, creator, David Black]
Generated description
David Black is an American television writer and producer best known for his work on crime and mystery series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Black
Target entity description: David Black is an American television writer and producer best known for his work on crime and mystery series.
  • A. David A. Black
    David A. Black is a Ruby programmer, author, and educator best known for his influential books and contributions to the Ruby community.
  • B. Jeremy Black
    Jeremy Black is a British historian renowned for his prolific scholarship on military history, international relations, and the history of warfare.
  • C. Douglas Roberts
    Douglas Roberts is known primarily as one of the sons of American cable television pioneer and Comcast co-founder Ralph J. Roberts.
  • D. Thaddeus Dixon
    Thaddeus Dixon is a music producer known for his work on Talib Kweli’s album "Prisoner of Conscious" and collaborations across hip-hop and R&B.
  • E. Charles Ardai
    Charles Ardai is an American writer, editor, and entrepreneur best known as the founder of the Hard Case Crime imprint and for his award-winning crime and mystery fiction.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062bddb688190add53172a7445d01 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20dcc5e788190a510cac6bbad4830 completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c21498cfc0819097d1fa9cb10f7a92 completed March 24, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c215689f288190a54fb3fc7984455a completed March 24, 2026, 4:39 a.m.
Created at: March 22, 2026, 4:22 p.m.