Triple

T18610812
Position Surface form Disambiguated ID Type / Status
Subject Amityville 3-D E454887 entity
Predicate screenwriter P2831 FINISHED
Object David Ambrose
David Ambrose is a British screenwriter and novelist known for his work on science fiction and horror films as well as numerous thriller novels.
 E1339116 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 Ambrose | Statement: [Amityville 3-D, screenwriter, David Ambrose]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Ambrose
Context triple: [Amityville 3-D, screenwriter, David Ambrose]
  • A. John Dawson
    John Dawson was an American lawyer and politician from Virginia who served as a delegate to the Continental Congress and later as a U.S. Congressman and diplomat in the early years of the United States.
  • B. John Dawson
    John Dawson is a fictional character named John Dawson who appears in the work featuring the character Dawn.
  • C. John Dawson
    John Dawson was a pioneering American plasma physicist renowned for his foundational contributions to plasma theory and fusion research.
  • D. John Dawson
    John Dawson was an American musician best known as a founding member and primary songwriter of the country rock band New Riders of the Purple Sage.
  • E. Michael Boughen
    Michael Boughen is a film producer known for his work on action and thriller movies, including the Jason Statham–starring film "Killer Elite."
  • 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 Ambrose
Triple: [Amityville 3-D, screenwriter, David Ambrose]
Generated description
David Ambrose is a British screenwriter and novelist known for his work on science fiction and horror films as well as numerous thriller novels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Ambrose
Target entity description: David Ambrose is a British screenwriter and novelist known for his work on science fiction and horror films as well as numerous thriller novels.
  • A. John Dawson
    John Dawson was a pioneering American plasma physicist renowned for his foundational contributions to plasma theory and fusion research.
  • B. John Dawson
    John Dawson is a fictional character named John Dawson who appears in the work featuring the character Dawn.
  • C. John Dawson
    John Dawson was an American lawyer and politician from Virginia who served as a delegate to the Continental Congress and later as a U.S. Congressman and diplomat in the early years of the United States.
  • D. John Dawson
    John Dawson was an American musician best known as a founding member and primary songwriter of the country rock band New Riders of the Purple Sage.
  • E. Michael Boughen
    Michael Boughen is a film producer known for his work on action and thriller movies, including the Jason Statham–starring film "Killer Elite."
  • 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_69d8d38bbe7c8190bdec3138e7d413c9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54d013748819099126e27e7ec543d completed April 19, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b240dfc81908d038c67d21cf724 completed May 14, 2026, 1:53 a.m.
NEDg Description generation batch_6a052c1af8408190847dc533097b3791 completed May 14, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_6a052ccec4d081908df62f08eac157d5 completed May 14, 2026, 2 a.m.
Created at: April 10, 2026, 11:45 a.m.