Triple

T14600559
Position Surface form Disambiguated ID Type / Status
Subject Outbreak E342692 entity
Predicate screenwriter P2831 FINISHED
Object Laurence Dworet
Laurence Dworet is a screenwriter best known for co-writing the 1995 medical disaster film "Outbreak."
E1108781 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: Laurence Dworet | Statement: [Outbreak, screenwriter, Laurence Dworet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laurence Dworet
Context triple: [Outbreak, screenwriter, Laurence Dworet]
  • A. Dan Pagis
    Dan Pagis was a prominent Israeli poet, Holocaust survivor, and scholar whose innovative, allusive verse made him one of the central figures of modern Hebrew literature.
  • B. Stephen Deutsch
    Stephen Deutsch is a film producer best known for his work on the 1983 sports drama "All the Right Moves" starring Tom Cruise.
  • C. Stephen Deutsch
    Stephen Deutsch is a film producer best known for his work on the romantic time-travel drama "Somewhere in Time."
  • D. Mel Horowitz
    Mel Horowitz is a character from the film and TV series "Clueless," known as Cher's overprotective but caring father and a successful lawyer.
  • E. Douglas Meyer
    Douglas Meyer is a theatrical producer best known for his work on the Broadway musical adaptation of "The Wedding Singer."
  • 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: Laurence Dworet
Triple: [Outbreak, screenwriter, Laurence Dworet]
Generated description
Laurence Dworet is a screenwriter best known for co-writing the 1995 medical disaster film "Outbreak."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laurence Dworet
Target entity description: Laurence Dworet is a screenwriter best known for co-writing the 1995 medical disaster film "Outbreak."
  • A. Dan Pagis
    Dan Pagis was a prominent Israeli poet, Holocaust survivor, and scholar whose innovative, allusive verse made him one of the central figures of modern Hebrew literature.
  • B. Stephen Deutsch
    Stephen Deutsch is a film producer best known for his work on the 1983 sports drama "All the Right Moves" starring Tom Cruise.
  • C. Stephen Deutsch
    Stephen Deutsch is a film producer best known for his work on the romantic time-travel drama "Somewhere in Time."
  • D. Mel Horowitz
    Mel Horowitz is a character from the film and TV series "Clueless," known as Cher's overprotective but caring father and a successful lawyer.
  • E. Douglas Meyer
    Douglas Meyer is a theatrical producer best known for his work on the Broadway musical adaptation of "The Wedding Singer."
  • 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_69d822dec68081908c2553145c4051dc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb438748081908020ce04b869866a completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94cc9fbc819090ae4efe9bc618aa completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd973985b881908f0c2fd201db8104 completed May 8, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69fd9843857c819089eb96564b8a9503 completed May 8, 2026, 8:01 a.m.
Created at: April 10, 2026, 1:25 a.m.