Triple

T3452084
Position Surface form Disambiguated ID Type / Status
Subject Maureen Stapleton E72814 entity
Predicate spouse P13 FINISHED
Object David Rayfiel
David Rayfiel was an American screenwriter known for his frequent uncredited collaborations with director Sydney Pollack on films such as "Three Days of the Condor" and "Out of Africa."
 E360761 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 Rayfiel | Statement: [Maureen Stapleton, spouse, David Rayfiel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Rayfiel
Context triple: [Maureen Stapleton, spouse, David Rayfiel]
  • A. Michael Filerman
    Michael Filerman was an American television producer best known for developing and producing popular prime-time soap operas during the 1970s and 1980s.
  • B. Charles Rackoff
    Charles Rackoff is a Canadian computer scientist known for his influential work in cryptography and computational complexity theory.
  • C. Paul Isenberg
    Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
  • D. David Weiss
    David Weiss is a common personal name shared by multiple notable individuals across fields such as law, music, and literature.
  • E. Stephen Goldblatt
    Stephen Goldblatt is a British cinematographer known for his work on major films such as Charlie Wilson's War, Batman Forever, and Lethal Weapon.
  • 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 Rayfiel
Triple: [Maureen Stapleton, spouse, David Rayfiel]
Generated description
David Rayfiel was an American screenwriter known for his frequent uncredited collaborations with director Sydney Pollack on films such as "Three Days of the Condor" and "Out of Africa."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Rayfiel
Target entity description: David Rayfiel was an American screenwriter known for his frequent uncredited collaborations with director Sydney Pollack on films such as "Three Days of the Condor" and "Out of Africa."
  • A. Michael Filerman
    Michael Filerman was an American television producer best known for developing and producing popular prime-time soap operas during the 1970s and 1980s.
  • B. Charles Rackoff
    Charles Rackoff is a Canadian computer scientist known for his influential work in cryptography and computational complexity theory.
  • C. Paul Isenberg
    Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
  • D. David Weiss
    David Weiss is a common personal name shared by multiple notable individuals across fields such as law, music, and literature.
  • E. Stephen Goldblatt
    Stephen Goldblatt is a British cinematographer known for his work on major films such as Charlie Wilson's War, Batman Forever, and Lethal Weapon.
  • 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_69ad85b12a908190a1d10a6b03b4f8ae completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbaa2f5ec81909ced93c01e8fe38b completed March 8, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69b367ff05a08190a0c4df5ebfb9741d completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b3690b23e48190996ea248b5c4a7c7 completed March 13, 2026, 1:31 a.m.
NED2 Entity disambiguation (via description) batch_69b3697bb2108190841ea71a22653bc4 completed March 13, 2026, 1:33 a.m.
Created at: March 8, 2026, 3:16 p.m.