Triple

T10355037
Position Surface form Disambiguated ID Type / Status
Subject Missing E243978 entity
Predicate screenwriter P2831 FINISHED
Object John Nichols
John Nichols is an American novelist and screenwriter best known for works such as "The Milagro Beanfield War," which he also adapted for film.
 E513689 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: John Nichols | Statement: [Missing, screenwriter, John Nichols]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Nichols
Context triple: [Missing, screenwriter, John Nichols]
  • A. John Nichols
    John Nichols is an American journalist and author known for his progressive political commentary and work with The Nation magazine.
  • B. John Nichols
    John Nichols is an American novelist best known for works such as "The Sterile Cuckoo" and his politically charged "New Mexico Trilogy."
  • C. John Nichols
    John Nichols is an American local politician serving as the mayor of College Station, Texas.
  • D. David Brock
    David Brock is an American political operative and media figure known for his transformation from conservative journalist to prominent liberal activist and founder of the media watchdog group Media Matters for America.
  • E. Tom Reese
    Tom Reese was an American character actor known for his tough-guy roles in numerous Westerns and television series from the 1950s through the 1980s.
  • 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: John Nichols
Triple: [Missing, screenwriter, John Nichols]
Generated description
John Nichols is an American novelist and screenwriter best known for works such as "The Milagro Beanfield War," which he also adapted for film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Nichols
Target entity description: John Nichols is an American novelist and screenwriter best known for works such as "The Milagro Beanfield War," which he also adapted for film.
  • A. John Nichols
    John Nichols is an American local politician serving as the mayor of College Station, Texas.
  • B. John Nichols
    John Nichols is an American journalist and author known for his progressive political commentary and work with The Nation magazine.
  • C. John Nichols chosen
    John Nichols is an American novelist best known for works such as "The Sterile Cuckoo" and his politically charged "New Mexico Trilogy."
  • D. David Brock
    David Brock is an American political operative and media figure known for his transformation from conservative journalist to prominent liberal activist and founder of the media watchdog group Media Matters for America.
  • E. Tom Reese
    Tom Reese was an American character actor known for his tough-guy roles in numerous Westerns and television series from the 1950s through the 1980s.
  • F. None of above.

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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e953d4888190b7ca0ac932349dbf completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750a30af88190b2ebf0daf758ed44 completed April 9, 2026, 7:09 a.m.
NEDg Description generation batch_69d7618da0188190901026dd51ceaa46 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77045ea988190bd8e31f5f636f69b completed April 9, 2026, 9:24 a.m.
Created at: April 6, 2026, 11:58 a.m.