Triple

T4868632
Position Surface form Disambiguated ID Type / Status
Subject Refugee E109031 entity
Predicate musicVideoDirector P4911 FINISHED
Object Howard Deutch
Howard Deutch is an American film and television director best known for helming several iconic 1980s John Hughes films, including "Pretty in Pink" and "Some Kind of Wonderful."
 E477250 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: Howard Deutch | Statement: [Refugee, musicVideoDirector, Howard Deutch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Howard Deutch
Context triple: [Refugee, musicVideoDirector, Howard Deutch]
  • A. Richard J. Lewis
    Richard J. Lewis is an author known for his collaborative work with mathematician Richard K. Guy, particularly in the field of recreational mathematics.
  • B. Paul Margulies
    Paul Margulies was an American advertising executive and writer, best known as the father of actress Julianna Margulies.
  • C. Brett Cullen
    Brett Cullen is an American actor known for his numerous film and television roles, including playing Thomas Wayne in the 2019 film "Joker."
  • D. Jeffrey Seller
    Jeffrey Seller is a prominent American theatrical producer best known for bringing groundbreaking Broadway musicals like "Hamilton," "Rent," and "Avenue Q" to the stage.
  • E. Timothy Busfield
    Timothy Busfield is an American actor and director best known for his roles in television series such as "thirtysomething," "The West Wing," and various film and stage productions.
  • 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: Howard Deutch
Triple: [Refugee, musicVideoDirector, Howard Deutch]
Generated description
Howard Deutch is an American film and television director best known for helming several iconic 1980s John Hughes films, including "Pretty in Pink" and "Some Kind of Wonderful."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Howard Deutch
Target entity description: Howard Deutch is an American film and television director best known for helming several iconic 1980s John Hughes films, including "Pretty in Pink" and "Some Kind of Wonderful."
  • A. Richard J. Lewis
    Richard J. Lewis is an author known for his collaborative work with mathematician Richard K. Guy, particularly in the field of recreational mathematics.
  • B. Paul Margulies
    Paul Margulies was an American advertising executive and writer, best known as the father of actress Julianna Margulies.
  • C. Brett Cullen
    Brett Cullen is an American actor known for his numerous film and television roles, including playing Thomas Wayne in the 2019 film "Joker."
  • D. Jeffrey Seller
    Jeffrey Seller is a prominent American theatrical producer best known for bringing groundbreaking Broadway musicals like "Hamilton," "Rent," and "Avenue Q" to the stage.
  • E. Timothy Busfield
    Timothy Busfield is an American actor and director best known for his roles in television series such as "thirtysomething," "The West Wing," and various film and stage productions.
  • 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_69bd440d96a48190b0c87069adef2af1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7d809081909fc7c80c56f72840 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67ea7cd88190b89f5cc1d85c1994 completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6a22858081909be389f3d40e518c completed March 21, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69be6a8131ec8190bf9ccf3eea10ce83 completed March 21, 2026, 9:53 a.m.
Created at: March 20, 2026, 1:27 p.m.