Triple

T13512008
Position Surface form Disambiguated ID Type / Status
Subject Dumfries Academy E322662 entity
Predicate hasNotableAlumnus P51 FINISHED
Object James Harkness (British Army chaplain)
James Harkness was a Scottish Presbyterian minister who served as Chaplain General to the British Army and later as Moderator of the General Assembly of the Church of Scotland.
E1044490 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: James Harkness (British Army chaplain) | Statement: [Dumfries Academy, hasNotableAlumnus, James Harkness (British Army chaplain)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Harkness (British Army chaplain)
Context triple: [Dumfries Academy, hasNotableAlumnus, James Harkness (British Army chaplain)]
  • A. Edward Mannock
    Edward Mannock was a famed British First World War fighter ace, credited with a high number of aerial victories and celebrated for his leadership and tactical skill in air combat.
  • B. Charles Edward Underhill
    Charles Edward Underhill was a Scottish physician and medical author active in the late 19th and early 20th centuries.
  • C. Sir Hugh Evans
    Sir Hugh Evans is a comically pedantic Welsh parson in Shakespeare’s *The Merry Wives of Windsor*, known for his distinctive accent and meddling in the play’s romantic intrigues.
  • D. Brigadier Philip Hicks
    Brigadier Philip Hicks was a British Army officer best known for commanding the 1st Airlanding Brigade, a key glider-borne infantry formation of the airborne forces during the Second World War.
  • E. John McNair
    John McNair is a notable individual who bears the surname McNair, recognized for contributions significant enough to be distinctly associated with the name.
  • 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: James Harkness (British Army chaplain)
Triple: [Dumfries Academy, hasNotableAlumnus, James Harkness (British Army chaplain)]
Generated description
James Harkness was a Scottish Presbyterian minister who served as Chaplain General to the British Army and later as Moderator of the General Assembly of the Church of Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Harkness (British Army chaplain)
Target entity description: James Harkness was a Scottish Presbyterian minister who served as Chaplain General to the British Army and later as Moderator of the General Assembly of the Church of Scotland.
  • A. Edward Mannock
    Edward Mannock was a famed British First World War fighter ace, credited with a high number of aerial victories and celebrated for his leadership and tactical skill in air combat.
  • B. Charles Edward Underhill
    Charles Edward Underhill was a Scottish physician and medical author active in the late 19th and early 20th centuries.
  • C. Sir Hugh Evans
    Sir Hugh Evans is a comically pedantic Welsh parson in Shakespeare’s *The Merry Wives of Windsor*, known for his distinctive accent and meddling in the play’s romantic intrigues.
  • D. Brigadier Philip Hicks
    Brigadier Philip Hicks was a British Army officer best known for commanding the 1st Airlanding Brigade, a key glider-borne infantry formation of the airborne forces during the Second World War.
  • E. John McNair
    John McNair is a notable individual who bears the surname McNair, recognized for contributions significant enough to be distinctly associated with the name.
  • 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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf86a6208190be8c18f7a0158f23 completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75492676c81909602745e2b6436cb completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7555173d08190be887e81c148192e completed May 3, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f75675df788190b4aa562fe0bc1d75 completed May 3, 2026, 2:06 p.m.
Created at: April 9, 2026, 9:43 p.m.