Triple

T523881
Position Surface form Disambiguated ID Type / Status
Subject John Wick: Chapter 2 E10875 entity
Predicate producer P490 FINISHED
Object Basil Iwanyk
Basil Iwanyk is an American film producer best known as the founder of Thunder Road Pictures and for producing high-profile action franchises such as the John Wick series.
 E105206 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: Basil Iwanyk | Statement: [John Wick: Chapter 2, producer, Basil Iwanyk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Basil Iwanyk
Context triple: [John Wick: Chapter 2, producer, Basil Iwanyk]
  • A. Joseph Buloff
    Joseph Buloff was a Lithuanian-born American actor and director known for his work in Yiddish theater and on Broadway.
  • B. Frank Klopas
    Frank Klopas is a Greek-American former professional soccer player and coach best known for his long-standing association with the Chicago Fire as both a player and manager.
  • C. Paul Merolla
    Paul Merolla is a neuroscientist and engineer best known as a co-founder of Neuralink, the neurotechnology company developing brain–computer interfaces.
  • D. John Pleffer
    John Pleffer is an Australian architect best known as the husband of acclaimed film director Gillian Armstrong.
  • E. Donald J. Kutyna
    Donald J. Kutyna is a U.S. Air Force general and aerospace engineer who served as a key member of the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • 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: Basil Iwanyk
Triple: [John Wick: Chapter 2, producer, Basil Iwanyk]
Generated description
Basil Iwanyk is an American film producer best known as the founder of Thunder Road Pictures and for producing high-profile action franchises such as the John Wick series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Basil Iwanyk
Target entity description: Basil Iwanyk is an American film producer best known as the founder of Thunder Road Pictures and for producing high-profile action franchises such as the John Wick series.
  • A. Joseph Buloff
    Joseph Buloff was a Lithuanian-born American actor and director known for his work in Yiddish theater and on Broadway.
  • B. Frank Klopas
    Frank Klopas is a Greek-American former professional soccer player and coach best known for his long-standing association with the Chicago Fire as both a player and manager.
  • C. Paul Merolla
    Paul Merolla is a neuroscientist and engineer best known as a co-founder of Neuralink, the neurotechnology company developing brain–computer interfaces.
  • D. John Pleffer
    John Pleffer is an Australian architect best known as the husband of acclaimed film director Gillian Armstrong.
  • E. Donald J. Kutyna
    Donald J. Kutyna is a U.S. Air Force general and aerospace engineer who served as a key member of the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b656c08190b387f21b06d99e68 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c000b64c819091140b7c3718acf6 completed March 4, 2026, 5:15 a.m.
NEDg Description generation batch_69a7c1782d108190825ece29e7532bf6 completed March 4, 2026, 5:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7c21dd42881908ac19fed7454d7a9 completed March 4, 2026, 5:24 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.