Triple

T14239129
Position Surface form Disambiguated ID Type / Status
Subject Inferno E352961 entity
Predicate writer P1360 FINISHED
Object Don Houghton
Don Houghton was a British television screenwriter best known for his work on series such as Doctor Who and Sapphire & Steel.
 E1101877 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: Don Houghton | Statement: [Inferno, writer, Don Houghton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Don Houghton
Context triple: [Inferno, writer, Don Houghton]
  • A. Peter Davis
    Peter Davis is a New Zealand academic and sociologist best known as the husband of former Prime Minister Helen Clark.
  • B. Martin Boddey
    Martin Boddey was a British character actor known for his frequent supporting roles in mid-20th-century films and television, often portraying authority figures such as policemen and officials.
  • C. Robert Morton
    Robert Morton is an American television producer best known for his work as executive producer of the late-night talk show "Late Night with David Letterman."
  • D. Rex Hanson
    Rex Hanson is a wealthy, arrogant antagonist in the comedy film "Horrible Bosses 2," known for scheming against the main characters.
  • E. Philip Holmes
    Philip Holmes is a mathematician and mechanical engineer known for his influential work in dynamical systems, chaos theory, and nonlinear mechanics.
  • 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: Don Houghton
Triple: [Inferno, writer, Don Houghton]
Generated description
Don Houghton was a British television screenwriter best known for his work on series such as Doctor Who and Sapphire & Steel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Don Houghton
Target entity description: Don Houghton was a British television screenwriter best known for his work on series such as Doctor Who and Sapphire & Steel.
  • A. Peter Davis
    Peter Davis is a New Zealand academic and sociologist best known as the husband of former Prime Minister Helen Clark.
  • B. Martin Boddey
    Martin Boddey was a British character actor known for his frequent supporting roles in mid-20th-century films and television, often portraying authority figures such as policemen and officials.
  • C. Robert Morton
    Robert Morton is an American television producer best known for his work as executive producer of the late-night talk show "Late Night with David Letterman."
  • D. Rex Hanson
    Rex Hanson is a wealthy, arrogant antagonist in the comedy film "Horrible Bosses 2," known for scheming against the main characters.
  • E. Philip Holmes
    Philip Holmes is a mathematician and mechanical engineer known for his influential work in dynamical systems, chaos theory, and nonlinear mechanics.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62432fb48190b153805b85c4f2d2 completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d7a13288190a73683e275f6bbc0 completed May 8, 2026, 4:58 a.m.
NEDg Description generation batch_69fd6e6129e4819092843a1d89aa17cf completed May 8, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69fd6ebb8154819082f45775687ade07 completed May 8, 2026, 5:03 a.m.
Created at: April 10, 2026, 1:08 a.m.