Triple

T13512005
Position Surface form Disambiguated ID Type / Status
Subject Dumfries Academy E322662 entity
Predicate hasNotableAlumnus P51 FINISHED
Object James Barbour (architect)
James Barbour was a 19th-century Scottish architect known for his work in and around Dumfries, including churches, public buildings, and country houses.
E1044487 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 Barbour (architect) | Statement: [Dumfries Academy, hasNotableAlumnus, James Barbour (architect)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Barbour (architect)
Context triple: [Dumfries Academy, hasNotableAlumnus, James Barbour (architect)]
  • A. Edwin Paxton Hood
    Edwin Paxton Hood was a 19th-century English nonconformist preacher, lecturer, and prolific author known for his popular religious and biographical writings.
  • B. Benjamin Henry Latrobe
    Benjamin Henry Latrobe was a pioneering British-American architect often regarded as the father of American architecture, known for his influential work on the United States Capitol and other early federal buildings.
  • C. James Gorham
    James Gorham was a colonial-era New England settler associated with early Plymouth Colony family lineages.
  • D. Charles Bulfinch
    Charles Bulfinch was a prominent early American architect, often regarded as the first native-born professional architect in the United States, known for his influential Federal-style designs.
  • E. Robert Mills
    Robert Mills was an American physicist best known for co-developing the Yang–Mills gauge theory, which underpins the modern Standard Model of particle physics.
  • 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 Barbour (architect)
Triple: [Dumfries Academy, hasNotableAlumnus, James Barbour (architect)]
Generated description
James Barbour was a 19th-century Scottish architect known for his work in and around Dumfries, including churches, public buildings, and country houses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Barbour (architect)
Target entity description: James Barbour was a 19th-century Scottish architect known for his work in and around Dumfries, including churches, public buildings, and country houses.
  • A. Edwin Paxton Hood
    Edwin Paxton Hood was a 19th-century English nonconformist preacher, lecturer, and prolific author known for his popular religious and biographical writings.
  • B. Benjamin Henry Latrobe
    Benjamin Henry Latrobe was a pioneering British-American architect often regarded as the father of American architecture, known for his influential work on the United States Capitol and other early federal buildings.
  • C. James Gorham
    James Gorham was a colonial-era New England settler associated with early Plymouth Colony family lineages.
  • D. Charles Bulfinch
    Charles Bulfinch was a prominent early American architect, often regarded as the first native-born professional architect in the United States, known for his influential Federal-style designs.
  • E. Robert Mills
    Robert Mills was an American physicist best known for co-developing the Yang–Mills gauge theory, which underpins the modern Standard Model of particle physics.
  • 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.