Triple

T16827497
Position Surface form Disambiguated ID Type / Status
Subject Applied Psychology Unit E409058 entity
Predicate employerOf P7 FINISHED
Object Brian Mackworth
Brian Mackworth was a psychologist and researcher known for his work on attention and vigilance, conducted in part at the Applied Psychology Unit in the UK.
 E1258158 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 Mackworth | Statement: [Applied Psychology Unit, employerOf, Brian Mackworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brian Mackworth
Context triple: [Applied Psychology Unit, employerOf, Brian Mackworth]
  • A. William Maharg
    William "Billy" Maharg was an early 20th-century American baseball player and later a figure implicated in the 1919 Black Sox World Series game-fixing scandal.
  • B. Philip Mackie
    Philip Mackie was a British screenwriter and producer best known for his work in television drama and literary adaptations.
  • C. John Makinson
    John Makinson is a British publishing executive best known for serving as chairman and CEO of Penguin Group.
  • D. Alan McMichael
    Alan McMichael is a key protagonist in the gothic romance horror film "Crimson Peak," portrayed as a loyal and principled young man who becomes entangled in the dark secrets surrounding the Sharpe family.
  • E. Andrew MacRitchie
    Andrew MacRitchie is a film editor known for his work on major feature films, including the James Bond movie "Die Another Day."
  • 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 Mackworth
Triple: [Applied Psychology Unit, employerOf, Brian Mackworth]
Generated description
Brian Mackworth was a psychologist and researcher known for his work on attention and vigilance, conducted in part at the Applied Psychology Unit in the UK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brian Mackworth
Target entity description: Brian Mackworth was a psychologist and researcher known for his work on attention and vigilance, conducted in part at the Applied Psychology Unit in the UK.
  • A. William Maharg
    William "Billy" Maharg was an early 20th-century American baseball player and later a figure implicated in the 1919 Black Sox World Series game-fixing scandal.
  • B. Philip Mackie
    Philip Mackie was a British screenwriter and producer best known for his work in television drama and literary adaptations.
  • C. John Makinson
    John Makinson is a British publishing executive best known for serving as chairman and CEO of Penguin Group.
  • D. Alan McMichael
    Alan McMichael is a key protagonist in the gothic romance horror film "Crimson Peak," portrayed as a loyal and principled young man who becomes entangled in the dark secrets surrounding the Sharpe family.
  • E. Andrew MacRitchie
    Andrew MacRitchie is a film editor known for his work on major feature films, including the James Bond movie "Die Another Day."
  • 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b3151350819097b1c375e6df8986 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01673ba0e08190a988847fa7ad8e50 completed May 11, 2026, 5:20 a.m.
NEDg Description generation batch_6a016c240f7c8190a564b07ada96c88f completed May 11, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_6a016c6e27a081908271c56073fd374b completed May 11, 2026, 5:43 a.m.
Created at: April 10, 2026, 5:23 a.m.