Triple

T22517700
Position Surface form Disambiguated ID Type / Status
Subject Fraser and Neave E556691 entity
Predicate foundedBy P104 FINISHED
Object John Fraser
John Fraser was a businessman best known as a co-founder of the Singapore-based conglomerate Fraser and Neave.
 E1544844 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: John Fraser | Statement: [Fraser and Neave, foundedBy, John Fraser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Fraser
Context triple: [Fraser and Neave, foundedBy, John Fraser]
  • A. John Fraser
    John Fraser was a Scottish actor known for his roles in British cinema and television from the 1950s onward.
  • B. John Malcolm Fraser
    John Malcolm Fraser was an Australian politician who served as the 22nd Prime Minister of Australia from 1975 to 1983, leading the Liberal Party.
  • C. Ronald Fraser
    Ronald Fraser was a British character actor known for his distinctive gruff charm and prolific work in film, television, and theatre from the 1950s through the 1980s.
  • D. Ian Fraser
    Ian Fraser was an Emmy-winning British composer, conductor, and musical director known for his extensive work in film, television, and stage productions.
  • E. Charles Fraser
    Charles Fraser was a Scottish laird and member of the Fraser family who oversaw significant restoration work on the historic Castle Fraser in Aberdeenshire.
  • 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: John Fraser
Triple: [Fraser and Neave, foundedBy, John Fraser]
Generated description
John Fraser was a businessman best known as a co-founder of the Singapore-based conglomerate Fraser and Neave.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Fraser
Target entity description: John Fraser was a businessman best known as a co-founder of the Singapore-based conglomerate Fraser and Neave.
  • A. John Fraser
    John Fraser was a Scottish actor known for his roles in British cinema and television from the 1950s onward.
  • B. John Malcolm Fraser
    John Malcolm Fraser was an Australian politician who served as the 22nd Prime Minister of Australia from 1975 to 1983, leading the Liberal Party.
  • C. Ronald Fraser
    Ronald Fraser was a British character actor known for his distinctive gruff charm and prolific work in film, television, and theatre from the 1950s through the 1980s.
  • D. Ian Fraser
    Ian Fraser was an Emmy-winning British composer, conductor, and musical director known for his extensive work in film, television, and stage productions.
  • E. Charles Fraser
    Charles Fraser was a Scottish laird and member of the Fraser family who oversaw significant restoration work on the historic Castle Fraser in Aberdeenshire.
  • 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_69e11e5657e881909f16ca58352c50da completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15e2f5c308190a0e6755a24340917 completed April 29, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d48301c8190930bde2d98c58bdf completed May 18, 2026, 4:24 p.m.
NEDg Description generation batch_6a0b3fa7bf2481909649d3b2ef990e5b completed May 18, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4027d5888190ac207e00a6872763 completed May 18, 2026, 4:36 p.m.
Created at: April 16, 2026, 8:50 p.m.