Triple

T15035301
Position Surface form Disambiguated ID Type / Status
Subject The Smugglers E378463 entity
Predicate writer P1360 FINISHED
Object Brian Hayles
Brian Hayles was a British screenwriter and novelist best known for his work on the television series Doctor Who, including creating the Ice Warriors.
 E1133505 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: Brian Hayles | Statement: [The Smugglers, writer, Brian Hayles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brian Hayles
Context triple: [The Smugglers, writer, Brian Hayles]
  • A. Nikolas Rose
    Nikolas Rose is a British sociologist and social theorist known for his influential work on governmentality, biopolitics, and the social implications of the life sciences.
  • B. Alexander Galloway
    Alexander Galloway was a U.S. Army major general who commanded the 1st Infantry Division during World War II.
  • C. Steve Fuller
    Steve Fuller is a sociologist and philosopher of science known for his work in social epistemology and his critical engagement with the legacy of Thomas Kuhn.
  • D. Steve Fuller
    Steve Fuller is a former NFL quarterback best known for playing with the Chicago Bears in the 1980s and appearing in the team's novelty rap song "The Super Bowl Shuffle."
  • E. Douglas Kellner
    Douglas Kellner is an American critical theorist and cultural studies scholar known for his analyses of media, technology, and contemporary society.
  • 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: Brian Hayles
Triple: [The Smugglers, writer, Brian Hayles]
Generated description
Brian Hayles was a British screenwriter and novelist best known for his work on the television series Doctor Who, including creating the Ice Warriors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brian Hayles
Target entity description: Brian Hayles was a British screenwriter and novelist best known for his work on the television series Doctor Who, including creating the Ice Warriors.
  • A. Nikolas Rose
    Nikolas Rose is a British sociologist and social theorist known for his influential work on governmentality, biopolitics, and the social implications of the life sciences.
  • B. Alexander Galloway
    Alexander Galloway was a U.S. Army major general who commanded the 1st Infantry Division during World War II.
  • C. Steve Fuller
    Steve Fuller is a sociologist and philosopher of science known for his work in social epistemology and his critical engagement with the legacy of Thomas Kuhn.
  • D. Steve Fuller
    Steve Fuller is a former NFL quarterback best known for playing with the Chicago Bears in the 1980s and appearing in the team's novelty rap song "The Super Bowl Shuffle."
  • E. Douglas Kellner
    Douglas Kellner is an American critical theorist and cultural studies scholar known for his analyses of media, technology, and contemporary society.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82b29948190acda49cbec3f927a completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9dddd0208190b2dac7a078de2931 completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9f58e39081909be07cda05484fb3 completed May 9, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69fe9ff62eb081908e170e099c99283b completed May 9, 2026, 2:46 a.m.
Created at: April 10, 2026, 2:59 a.m.