Triple

T7950592
Position Surface form Disambiguated ID Type / Status
Subject Deep Blue Sea E184603 entity
Predicate screenwriter P2831 FINISHED
Object Duncan Kennedy
Duncan Kennedy is a screenwriter best known for co-writing the 1999 science fiction horror film "Deep Blue Sea."
E710922 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: Duncan Kennedy | Statement: [Deep Blue Sea, screenwriter, Duncan Kennedy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duncan Kennedy
Context triple: [Deep Blue Sea, screenwriter, Duncan Kennedy]
  • A. David A. Kennedy
    David A. Kennedy was an American member of the Kennedy family whose life was marked by personal struggles and a tragic early death from a drug overdose.
  • B. Francis Boyle
    Francis Boyle is a prominent American human rights lawyer and law professor known for his work in international law and advocacy for oppressed peoples.
  • C. David M. Kennedy
    David M. Kennedy is an American historian and Stanford University professor renowned for his influential works on U.S. history, particularly the Great Depression and World War II.
  • D. Karl Llewellyn
    Karl Llewellyn was a prominent 20th-century American legal scholar and leading figure of the legal realism movement, known especially for his role in drafting the Uniform Commercial Code.
  • E. James Mitchell
    James Mitchell is a businessman best known as the founder of Southern Company, one of the largest electric utility holding companies in the United States.
  • 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: Duncan Kennedy
Triple: [Deep Blue Sea, screenwriter, Duncan Kennedy]
Generated description
Duncan Kennedy is a screenwriter best known for co-writing the 1999 science fiction horror film "Deep Blue Sea."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duncan Kennedy
Target entity description: Duncan Kennedy is a screenwriter best known for co-writing the 1999 science fiction horror film "Deep Blue Sea."
  • A. David A. Kennedy
    David A. Kennedy was an American member of the Kennedy family whose life was marked by personal struggles and a tragic early death from a drug overdose.
  • B. Francis Boyle
    Francis Boyle is a prominent American human rights lawyer and law professor known for his work in international law and advocacy for oppressed peoples.
  • C. David M. Kennedy
    David M. Kennedy is an American historian and Stanford University professor renowned for his influential works on U.S. history, particularly the Great Depression and World War II.
  • D. Karl Llewellyn
    Karl Llewellyn was a prominent 20th-century American legal scholar and leading figure of the legal realism movement, known especially for his role in drafting the Uniform Commercial Code.
  • E. James Mitchell
    James Mitchell is a businessman best known as the founder of Southern Company, one of the largest electric utility holding companies in the United States.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5b7450819091e4e6f21e9d832d completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63af95fc81908608dcb0eb7e9893 completed April 1, 2026, 12:15 a.m.
NEDg Description generation batch_69cc64bd6a088190b77e2709c76579e4 completed April 1, 2026, 12:20 a.m.
NED2 Entity disambiguation (via description) batch_69cc66b0e1548190840e4335ff2b130f completed April 1, 2026, 12:28 a.m.
Created at: March 30, 2026, 5:10 p.m.