Triple

T4967328
Position Surface form Disambiguated ID Type / Status
Subject Aberdeen Grammar School E111558 entity
Predicate hasNotableAlumnus P51 FINISHED
Object John Malcolm Bulloch
John Malcolm Bulloch was a Scottish journalist, literary scholar, and genealogist known for his work on Scottish literature and the history of the Gordon family.
E482872 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 Malcolm Bulloch | Statement: [Aberdeen Grammar School, hasNotableAlumnus, John Malcolm Bulloch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Malcolm Bulloch
Context triple: [Aberdeen Grammar School, hasNotableAlumnus, John Malcolm Bulloch]
  • A. Andrew Cunningham
    Andrew Cunningham was a prominent British Royal Navy admiral of World War II, noted for his leadership in major Mediterranean campaigns and his role in Allied amphibious operations.
  • B. Louis Scatcherd
    Louis Scatcherd is a character in Anthony Trollope’s novel "Doctor Thorne," known as the dissipated son of a wealthy railway magnate whose lifestyle and inheritance are central to the story’s social and moral conflicts.
  • C. Charles Ramsay
    Charles Ramsay is known primarily as the son of British Admiral Sir Bertram Ramsay, the World War II naval commander who helped orchestrate the Dunkirk evacuation and the Normandy landings.
  • D. Tobias Furneaux
    Tobias Furneaux was an 18th-century British Royal Navy officer and explorer best known for accompanying James Cook on his second voyage to the Pacific.
  • E. Fletcher Marron
    Fletcher Marron is the young son of superstar singer and actress Rachel Marron in the film "The Bodyguard."
  • 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 Malcolm Bulloch
Triple: [Aberdeen Grammar School, hasNotableAlumnus, John Malcolm Bulloch]
Generated description
John Malcolm Bulloch was a Scottish journalist, literary scholar, and genealogist known for his work on Scottish literature and the history of the Gordon family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Malcolm Bulloch
Target entity description: John Malcolm Bulloch was a Scottish journalist, literary scholar, and genealogist known for his work on Scottish literature and the history of the Gordon family.
  • A. Andrew Cunningham
    Andrew Cunningham was a prominent British Royal Navy admiral of World War II, noted for his leadership in major Mediterranean campaigns and his role in Allied amphibious operations.
  • B. Louis Scatcherd
    Louis Scatcherd is a character in Anthony Trollope’s novel "Doctor Thorne," known as the dissipated son of a wealthy railway magnate whose lifestyle and inheritance are central to the story’s social and moral conflicts.
  • C. Charles Ramsay
    Charles Ramsay is known primarily as the son of British Admiral Sir Bertram Ramsay, the World War II naval commander who helped orchestrate the Dunkirk evacuation and the Normandy landings.
  • D. Tobias Furneaux
    Tobias Furneaux was an 18th-century British Royal Navy officer and explorer best known for accompanying James Cook on his second voyage to the Pacific.
  • E. Fletcher Marron
    Fletcher Marron is the young son of superstar singer and actress Rachel Marron in the film "The Bodyguard."
  • 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_69bd4419393c819086319a6fe4bf8542 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71f8f550819099235511ca271e2d completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81f43b60819091134778c6379893 completed March 21, 2026, 11:33 a.m.
NEDg Description generation batch_69be82c740988190b1fc8af6bafba375 completed March 21, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69be83cb23488190af7098f9d7af167f completed March 21, 2026, 11:40 a.m.
Created at: March 20, 2026, 1:32 p.m.