Triple

T10013556
Position Surface form Disambiguated ID Type / Status
Subject Aston Martin E199432 entity
Predicate foundedBy P104 FINISHED
Object Robert Bamford
Robert Bamford was a British engineer and businessman best known as the co-founder of the luxury sports car manufacturer Aston Martin.
E839167 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: Robert Bamford | Statement: [Aston Martin, foundedBy, Robert Bamford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Bamford
Context triple: [Aston Martin, foundedBy, Robert Bamford]
  • A. Tony Burrows
    Tony Burrows is a British session singer best known for providing lead vocals on numerous early 1970s pop hits for different studio bands, including Edison Lighthouse, White Plains, and Brotherhood of Man.
  • B. Douglas Slocombe
    Douglas Slocombe was a renowned British cinematographer celebrated for his work on numerous classic films, including major entries in the Indiana Jones series.
  • C. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • D. Bruce Fowle
    Bruce Fowle is an American architect and co-founder of the firm FXFOWLE (now FXCollaborative), known for his work on prominent sustainable and high-rise buildings in New York City.
  • E. 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.
  • 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: Robert Bamford
Triple: [Aston Martin, foundedBy, Robert Bamford]
Generated description
Robert Bamford was a British engineer and businessman best known as the co-founder of the luxury sports car manufacturer Aston Martin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Bamford
Target entity description: Robert Bamford was a British engineer and businessman best known as the co-founder of the luxury sports car manufacturer Aston Martin.
  • A. Tony Burrows
    Tony Burrows is a British session singer best known for providing lead vocals on numerous early 1970s pop hits for different studio bands, including Edison Lighthouse, White Plains, and Brotherhood of Man.
  • B. Douglas Slocombe
    Douglas Slocombe was a renowned British cinematographer celebrated for his work on numerous classic films, including major entries in the Indiana Jones series.
  • C. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • D. Bruce Fowle
    Bruce Fowle is an American architect and co-founder of the firm FXFOWLE (now FXCollaborative), known for his work on prominent sustainable and high-rise buildings in New York City.
  • E. 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.
  • 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_69ca8315a1a08190ab310f25620f362b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd3e35508190920468be167cb708 completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a0bab488190ac227259232d004a completed April 5, 2026, 5:21 p.m.
NEDg Description generation batch_69d29e04fa5c81908a8e0863c036c7f1 completed April 5, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69d29e5648608190a4fa1c7025d38ffd completed April 5, 2026, 5:39 p.m.
Created at: March 30, 2026, 8:52 p.m.