Triple

T6635501
Position Surface form Disambiguated ID Type / Status
Subject The Man from the Diners' Club E150439 entity
Predicate screenwriter P2831 FINISHED
Object John W. Blum
John W. Blum is a screenwriter best known for his work on the comedy film "The Man from the Diners' Club."
E606436 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 W. Blum | Statement: [The Man from the Diners' Club, screenwriter, John W. Blum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John W. Blum
Context triple: [The Man from the Diners' Club, screenwriter, John W. Blum]
  • A. Neil A. Machlis
    Neil A. Machlis is a film producer best known for his work on major Hollywood comedies, including the classic road-trip film "Planes, Trains and Automobiles."
  • B. Charles Schoenbaum
    Charles Schoenbaum was an American cinematographer known for his work on numerous Hollywood films during the mid-20th century.
  • C. Frederick Hollander
    Frederick Hollander was a German-born composer and songwriter best known for his film scores and cabaret music, particularly in Hollywood during the 1930s and 1940s.
  • D. Thomas E. Gaddis
    Thomas E. Gaddis was an American writer best known for his biographical works on prisoners, most notably the book that inspired the film "Birdman of Alcatraz."
  • E. Peter Kornbluh
    Peter Kornbluh is an American historian and investigative journalist known for his work on U.S. foreign policy and declassified government documents, particularly regarding Latin America.
  • 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 W. Blum
Triple: [The Man from the Diners' Club, screenwriter, John W. Blum]
Generated description
John W. Blum is a screenwriter best known for his work on the comedy film "The Man from the Diners' Club."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John W. Blum
Target entity description: John W. Blum is a screenwriter best known for his work on the comedy film "The Man from the Diners' Club."
  • A. Neil A. Machlis
    Neil A. Machlis is a film producer best known for his work on major Hollywood comedies, including the classic road-trip film "Planes, Trains and Automobiles."
  • B. Charles Schoenbaum
    Charles Schoenbaum was an American cinematographer known for his work on numerous Hollywood films during the mid-20th century.
  • C. Frederick Hollander
    Frederick Hollander was a German-born composer and songwriter best known for his film scores and cabaret music, particularly in Hollywood during the 1930s and 1940s.
  • D. Thomas E. Gaddis
    Thomas E. Gaddis was an American writer best known for his biographical works on prisoners, most notably the book that inspired the film "Birdman of Alcatraz."
  • E. Peter Kornbluh
    Peter Kornbluh is an American historian and investigative journalist known for his work on U.S. foreign policy and declassified government documents, particularly regarding Latin America.
  • 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_69c687f0ceb08190bf40807bfc605fa5 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6afcd9a608190a949eb55766d5701 completed March 27, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e4518f4881909c0a56df993d2af6 completed March 27, 2026, 8:10 p.m.
NEDg Description generation batch_69c6e57e4b5481908db848f119f2079a completed March 27, 2026, 8:15 p.m.
NED2 Entity disambiguation (via description) batch_69c6e616701081909428e20d2a6ede4b completed March 27, 2026, 8:18 p.m.
Created at: March 27, 2026, 1:59 p.m.