Triple

T18821330
Position Surface form Disambiguated ID Type / Status
Subject The Expatriate (2012 film) E460269 entity
Predicate producer P490 FINISHED
Object Nick Hirschkorn
Nick Hirschkorn is a film producer known for his work on international action-thrillers such as the 2012 movie "The Expatriate."
E1388574 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: Nick Hirschkorn | Statement: [The Expatriate (2012 film), producer, Nick Hirschkorn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nick Hirschkorn
Context triple: [The Expatriate (2012 film), producer, Nick Hirschkorn]
  • A. Mark Hirschbeck
    Mark Hirschbeck is a former Major League Baseball umpire who worked in the National League and later MLB from the late 1980s through the early 2000s.
  • B. Eric Schickler
    Eric Schickler is an American political scientist known for his influential scholarship on U.S. political institutions and party development, particularly in the mid-20th century.
  • C. Eric Weinberg
    Eric Weinberg is a television producer and writer best known for his work on series such as "Scrubs" and "Californication."
  • D. Jed Schlanger
    Jed Schlanger is a film producer best known for his work on the animated adventure feature "The Sea Beast."
  • E. Chris Malachowsky
    Chris Malachowsky is an American engineer and entrepreneur best known as a co-founder of NVIDIA, a leading technology company in graphics processing and AI computing.
  • 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: Nick Hirschkorn
Triple: [The Expatriate (2012 film), producer, Nick Hirschkorn]
Generated description
Nick Hirschkorn is a film producer known for his work on international action-thrillers such as the 2012 movie "The Expatriate."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nick Hirschkorn
Target entity description: Nick Hirschkorn is a film producer known for his work on international action-thrillers such as the 2012 movie "The Expatriate."
  • A. Mark Hirschbeck
    Mark Hirschbeck is a former Major League Baseball umpire who worked in the National League and later MLB from the late 1980s through the early 2000s.
  • B. Eric Schickler
    Eric Schickler is an American political scientist known for his influential scholarship on U.S. political institutions and party development, particularly in the mid-20th century.
  • C. Eric Weinberg
    Eric Weinberg is a television producer and writer best known for his work on series such as "Scrubs" and "Californication."
  • D. Jed Schlanger
    Jed Schlanger is a film producer best known for his work on the animated adventure feature "The Sea Beast."
  • E. Chris Malachowsky
    Chris Malachowsky is an American engineer and entrepreneur best known as a co-founder of NVIDIA, a leading technology company in graphics processing and AI computing.
  • 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_69d8dcf94c288190a06dea029ae4b223 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5a6ba90988190a93e1c2fa23b3d1d completed April 20, 2026, 4:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a077eca55048190a7ff5ddfea12ed47 completed May 15, 2026, 8:15 p.m.
NEDg Description generation batch_6a07803a71048190a49fd3169eebbc27 completed May 15, 2026, 8:21 p.m.
NED2 Entity disambiguation (via description) batch_6a07810b1de88190a2516712767fde52 completed May 15, 2026, 8:24 p.m.
Created at: April 10, 2026, 11:55 a.m.