Triple

T7950692
Position Surface form Disambiguated ID Type / Status
Subject Deliver Us from Eva E184605 entity
Predicate producer P490 FINISHED
Object Oren Koules
Oren Koules is an American film and television producer and former hockey executive best known for co-creating and producing the Saw horror franchise.
 E708287 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: Oren Koules | Statement: [Deliver Us from Eva, producer, Oren Koules]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oren Koules
Context triple: [Deliver Us from Eva, producer, Oren Koules]
  • A. Jason Kliot
    Jason Kliot is an American film producer known for his work on independent and documentary films, including the acclaimed Enron exposé "Enron: The Smartest Guys in the Room."
  • B. Mark Kostabi
    Mark Kostabi is an American artist and composer known for his stylized, faceless figures and for designing notable album covers for major rock bands.
  • C. Michael Elias
    Michael Elias is an American screenwriter, actor, and director best known for co-writing the hit comedy film "The Jerk" starring Steve Martin.
  • D. Jay Shofet
    Jay Shofet is an Israeli environmental advocate and sustainability professional known for his work in conservation and public policy.
  • E. Ben Dunkelman
    Ben Dunkelman was a Canadian-born Jewish officer and businessman best known for his prominent command role in Israel’s 1948 War of Independence.
  • 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: Oren Koules
Triple: [Deliver Us from Eva, producer, Oren Koules]
Generated description
Oren Koules is an American film and television producer and former hockey executive best known for co-creating and producing the Saw horror franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oren Koules
Target entity description: Oren Koules is an American film and television producer and former hockey executive best known for co-creating and producing the Saw horror franchise.
  • A. Jason Kliot
    Jason Kliot is an American film producer known for his work on independent and documentary films, including the acclaimed Enron exposé "Enron: The Smartest Guys in the Room."
  • B. Mark Kostabi
    Mark Kostabi is an American artist and composer known for his stylized, faceless figures and for designing notable album covers for major rock bands.
  • C. Michael Elias
    Michael Elias is an American screenwriter, actor, and director best known for co-writing the hit comedy film "The Jerk" starring Steve Martin.
  • D. Jay Shofet
    Jay Shofet is an Israeli environmental advocate and sustainability professional known for his work in conservation and public policy.
  • E. Ben Dunkelman
    Ben Dunkelman was a Canadian-born Jewish officer and businessman best known for his prominent command role in Israel’s 1948 War of Independence.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5b7450819091e4e6f21e9d832d completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5657baf48190a84026dfb347a5ad completed March 31, 2026, 11:18 p.m.
NEDg Description generation batch_69cc58a76b90819092de63b3b23e70af completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cfccc9c8190adcbaee96c17711e completed March 31, 2026, 11:47 p.m.
Created at: March 30, 2026, 5:10 p.m.