Triple

T3056316
Position Surface form Disambiguated ID Type / Status
Subject Ruthless People E60488 entity
Predicate director P255 FINISHED
Object Jim Abrahams
Jim Abrahams is an American film director, producer, and screenwriter best known for co-creating the spoof-comedy classics "Airplane!" and "The Naked Gun" series.
 E323395 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: Jim Abrahams | Statement: [Ruthless People, director, Jim Abrahams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jim Abrahams
Context triple: [Ruthless People, director, Jim Abrahams]
  • A. David W. Zucker
    David W. Zucker is a television producer known for overseeing high-profile, prestige drama series, including the adaptation of Philip K. Dick’s "The Man in the High Castle."
  • B. Akiva Goldsman
    Akiva Goldsman is an American screenwriter, producer, and director known for his work on major Hollywood films such as A Beautiful Mind, for which he won an Academy Award for Best Adapted Screenplay.
  • C. Jon Lucas
    Jon Lucas is an American screenwriter and filmmaker best known for co-writing the hit comedy film "The Hangover" and creating the sitcom "Mixology."
  • D. Evan Goldberg
    Evan Goldberg is a technology entrepreneur best known for founding the cloud-based business software company NetSuite.
  • E. Harold Ramis
    Harold Ramis was an American actor, writer, and director best known for his work on classic comedy films such as Ghostbusters, Caddyshack, and Groundhog Day.
  • 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: Jim Abrahams
Triple: [Ruthless People, director, Jim Abrahams]
Generated description
Jim Abrahams is an American film director, producer, and screenwriter best known for co-creating the spoof-comedy classics "Airplane!" and "The Naked Gun" series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jim Abrahams
Target entity description: Jim Abrahams is an American film director, producer, and screenwriter best known for co-creating the spoof-comedy classics "Airplane!" and "The Naked Gun" series.
  • A. David W. Zucker
    David W. Zucker is a television producer known for overseeing high-profile, prestige drama series, including the adaptation of Philip K. Dick’s "The Man in the High Castle."
  • B. Akiva Goldsman
    Akiva Goldsman is an American screenwriter, producer, and director known for his work on major Hollywood films such as A Beautiful Mind, for which he won an Academy Award for Best Adapted Screenplay.
  • C. Jon Lucas
    Jon Lucas is an American screenwriter and filmmaker best known for co-writing the hit comedy film "The Hangover" and creating the sitcom "Mixology."
  • D. Evan Goldberg
    Evan Goldberg is a technology entrepreneur best known for founding the cloud-based business software company NetSuite.
  • E. Harold Ramis
    Harold Ramis was an American actor, writer, and director best known for his work on classic comedy films such as Ghostbusters, Caddyshack, and Groundhog Day.
  • 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_69ad8578137c81908259dcb27c7d6d7c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ad9bf7ebd48190ad5748a18fa9a56a completed March 8, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef0671e48190a793f907cc211dd8 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1efcf4da08190a9fd5fd88bba0358 completed March 11, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69b1f1ce72388190871884c99526057d completed March 11, 2026, 10:50 p.m.
Created at: March 8, 2026, 3:02 p.m.