Triple

T13274125
Position Surface form Disambiguated ID Type / Status
Subject Panic in Year Zero! E316142 entity
Predicate producer P490 FINISHED
Object Arnold Houghland
Arnold Houghland was a film producer best known for his work on the 1962 post-apocalyptic drama "Panic in Year Zero!"
 E1050185 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: Arnold Houghland | Statement: [Panic in Year Zero!, producer, Arnold Houghland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arnold Houghland
Context triple: [Panic in Year Zero!, producer, Arnold Houghland]
  • A. Geoffrey Hutchings
    Geoffrey Hutchings was a British character actor known for his work in film, television, and theatre, often playing sharp-tongued or eccentric supporting roles.
  • B. Robert Holgate
    Robert Holgate was a 16th-century English clergyman who served as Archbishop of York and played a significant role in the religious and political upheavals of the English Reformation.
  • C. Robert Hutton
    Robert Hutton was an American film and television actor active from the 1940s through the 1970s, known for his roles in war dramas, science fiction, and comedies.
  • D. Douglas Milsome
    Douglas Milsome is a British cinematographer known for his work on major films including "Robin Hood: Prince of Thieves" and for his collaborations with director Stanley Kubrick.
  • E. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • 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: Arnold Houghland
Triple: [Panic in Year Zero!, producer, Arnold Houghland]
Generated description
Arnold Houghland was a film producer best known for his work on the 1962 post-apocalyptic drama "Panic in Year Zero!"
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arnold Houghland
Target entity description: Arnold Houghland was a film producer best known for his work on the 1962 post-apocalyptic drama "Panic in Year Zero!"
  • A. Geoffrey Hutchings
    Geoffrey Hutchings was a British character actor known for his work in film, television, and theatre, often playing sharp-tongued or eccentric supporting roles.
  • B. Robert Holgate
    Robert Holgate was a 16th-century English clergyman who served as Archbishop of York and played a significant role in the religious and political upheavals of the English Reformation.
  • C. Robert Hutton
    Robert Hutton was an American film and television actor active from the 1940s through the 1970s, known for his roles in war dramas, science fiction, and comedies.
  • D. Douglas Milsome
    Douglas Milsome is a British cinematographer known for his work on major films including "Robin Hood: Prince of Thieves" and for his collaborations with director Stanley Kubrick.
  • E. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9904193bc8190af4155750bcf32f6 completed April 11, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69f77f7846008190aa27fafe19056807 completed May 3, 2026, 5:01 p.m.
NEDg Description generation batch_69f78097e1c08190b6e201d528d12af9 completed May 3, 2026, 5:06 p.m.
NED2 Entity disambiguation (via description) batch_69f7812aa15081909793181722f9d442 completed May 3, 2026, 5:08 p.m.
Created at: April 9, 2026, 9:26 p.m.