Triple

T6455597
Position Surface form Disambiguated ID Type / Status
Subject Uproar E141985 entity
Predicate writer P1360 FINISHED
Object Darren Robinson
Darren Robinson is a writer known for his work on the project or publication titled "Uproar."
E598065 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: Darren Robinson | Statement: [Uproar, writer, Darren Robinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darren Robinson
Context triple: [Uproar, writer, Darren Robinson]
  • A. Darren Lemke
    Darren Lemke is an American screenwriter and film producer known for working on fantasy and adventure films such as Jack the Giant Slayer and the Goosebumps movie adaptation.
  • B. Darren Albert
    Darren Albert is a former Australian rugby league winger best known for scoring the last-minute try that won the 1997 ARL Grand Final for the Newcastle Knights.
  • C. Keith Robinson
    Keith Robinson is an American actor and R&B singer best known for his role in the film adaptation of the musical "Dreamgirls."
  • D. Darryl Hickman
    Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
  • E. Darrell Johnson
    Darrell Johnson was an American Major League Baseball manager and former catcher best known for leading the Boston Red Sox to the 1975 American League pennant.
  • 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: Darren Robinson
Triple: [Uproar, writer, Darren Robinson]
Generated description
Darren Robinson is a writer known for his work on the project or publication titled "Uproar."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darren Robinson
Target entity description: Darren Robinson is a writer known for his work on the project or publication titled "Uproar."
  • A. Darren Lemke
    Darren Lemke is an American screenwriter and film producer known for working on fantasy and adventure films such as Jack the Giant Slayer and the Goosebumps movie adaptation.
  • B. Darren Albert
    Darren Albert is a former Australian rugby league winger best known for scoring the last-minute try that won the 1997 ARL Grand Final for the Newcastle Knights.
  • C. Keith Robinson
    Keith Robinson is an American actor and R&B singer best known for his role in the film adaptation of the musical "Dreamgirls."
  • D. Darryl Hickman
    Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
  • E. Darrell Johnson
    Darrell Johnson was an American Major League Baseball manager and former catcher best known for leading the Boston Red Sox to the 1975 American League pennant.
  • 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_69c008d2f91c8190a8178767a35e08fc completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069d4d588819090e8a56c46c0bfe9 completed March 22, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6637ffa648190b39e9721c9a7c092 completed March 27, 2026, 11:01 a.m.
NEDg Description generation batch_69c66769140881908bc016355b9c31e5 completed March 27, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_69c667e9e2a881908c5fe985c7463fc4 completed March 27, 2026, 11:20 a.m.
Created at: March 22, 2026, 4:48 p.m.