Triple

T20384903
Position Surface form Disambiguated ID Type / Status
Subject Almost Angels E497933 entity
Predicate screenwriter P2831 FINISHED
Object A. J. Carothers
A. J. Carothers was an American screenwriter and playwright best known for his work on family-oriented films and television projects for Walt Disney Studios in the mid-20th century.
E1428650 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: A. J. Carothers | Statement: [Almost Angels, screenwriter, A. J. Carothers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A. J. Carothers
Context triple: [Almost Angels, screenwriter, A. J. Carothers]
  • A. Paul W. Merrill
    Paul W. Merrill was an American astronomer known for his pioneering work in stellar spectroscopy and the discovery of technetium in stellar atmospheres.
  • B. Paul Kellogg
    Paul Kellogg was an American opera administrator and impresario best known for his influential leadership roles at major U.S. opera companies, where he championed innovative productions and contemporary works.
  • C. Geoffrey D. Kimball
    Geoffrey D. Kimball is a linguist known for his extensive documentation and analysis of Native American languages, particularly those of the Gulf Coast region.
  • D. Donald Cargill
    Donald Cargill was a 17th-century Scottish Presbyterian minister and Covenanter leader known for his fierce opposition to royal interference in the church and his eventual execution for treason.
  • E. John F. Akers
    John F. Akers was an American businessman who served as CEO of IBM during the late 1980s and early 1990s, overseeing the company through a period of significant technological and organizational change.
  • 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: A. J. Carothers
Triple: [Almost Angels, screenwriter, A. J. Carothers]
Generated description
A. J. Carothers was an American screenwriter and playwright best known for his work on family-oriented films and television projects for Walt Disney Studios in the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A. J. Carothers
Target entity description: A. J. Carothers was an American screenwriter and playwright best known for his work on family-oriented films and television projects for Walt Disney Studios in the mid-20th century.
  • A. Paul W. Merrill
    Paul W. Merrill was an American astronomer known for his pioneering work in stellar spectroscopy and the discovery of technetium in stellar atmospheres.
  • B. Paul Kellogg
    Paul Kellogg was an American opera administrator and impresario best known for his influential leadership roles at major U.S. opera companies, where he championed innovative productions and contemporary works.
  • C. Geoffrey D. Kimball
    Geoffrey D. Kimball is a linguist known for his extensive documentation and analysis of Native American languages, particularly those of the Gulf Coast region.
  • D. Donald Cargill
    Donald Cargill was a 17th-century Scottish Presbyterian minister and Covenanter leader known for his fierce opposition to royal interference in the church and his eventual execution for treason.
  • E. John F. Akers
    John F. Akers was an American businessman who served as CEO of IBM during the late 1980s and early 1990s, overseeing the company through a period of significant technological and organizational change.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790a31a4819099b2e6df2bafe547 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0876199fc0819094b5189848659803 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a087754af1481909a8ffa042aad2f42 completed May 16, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0877dcf9548190bd42db7a54aea824 completed May 16, 2026, 1:57 p.m.
Created at: April 16, 2026, 11:28 a.m.