Triple

T2771190
Position Surface form Disambiguated ID Type / Status
Subject Demolition Man E61458 entity
Predicate writer P1360 FINISHED
Object Robert Reneau
Robert Reneau is a screenwriter best known for co-writing the 1993 science fiction action film "Demolition Man."
E364889 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: Robert Reneau | Statement: [Demolition Man, writer, Robert Reneau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Reneau
Context triple: [Demolition Man, writer, Robert Reneau]
  • A. John Requa
    John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
  • B. Dennis Reynolds
    Dennis Reynolds is a narcissistic, manipulative co-owner of Paddy’s Pub and one of the main characters in the dark comedy series "It's Always Sunny in Philadelphia."
  • C. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • D. Rex Walters
    Rex Walters is an American former professional basketball player and college coach best known for his head coaching tenure at the University of San Francisco and his sharpshooting guard play at Kansas.
  • E. Charles Roane
    Charles Roane is a music producer known for his work on the album "Back to Basics."
  • 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: Robert Reneau
Triple: [Demolition Man, writer, Robert Reneau]
Generated description
Robert Reneau is a screenwriter best known for co-writing the 1993 science fiction action film "Demolition Man."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Reneau
Target entity description: Robert Reneau is a screenwriter best known for co-writing the 1993 science fiction action film "Demolition Man."
  • A. John Requa
    John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
  • B. Dennis Reynolds
    Dennis Reynolds is a narcissistic, manipulative co-owner of Paddy’s Pub and one of the main characters in the dark comedy series "It's Always Sunny in Philadelphia."
  • C. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • D. Rex Walters
    Rex Walters is an American former professional basketball player and college coach best known for his head coaching tenure at the University of San Francisco and his sharpshooting guard play at Kansas.
  • E. Charles Roane
    Charles Roane is a music producer known for his work on the album "Back to Basics."
  • 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_69ab4b7cd13481909174bca9809ed259 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd6a23208190ba94c9a9f601a042 completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69b37e412a6c81908109b2afafe126cc completed March 13, 2026, 3:02 a.m.
NEDg Description generation batch_69b37eba29348190bfb3687afefe217b completed March 13, 2026, 3:04 a.m.
NED2 Entity disambiguation (via description) batch_69b37f1515f88190816c73aab8d2300e completed March 13, 2026, 3:05 a.m.
Created at: March 6, 2026, 9:57 p.m.