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.