Triple
T13512019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dumfries Academy |
E322662
|
entity |
| Predicate | hasNotableAlumnus |
P51
|
FINISHED |
| Object |
James Harkness (Moderator)
James Harkness was a Scottish mathematician and academic known for his work in complex analysis and for serving as a moderator in the Church of Scotland.
|
E1044495
|
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 (Moderator) | Statement: [Dumfries Academy, hasNotableAlumnus, James Harkness (Moderator)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Harkness (Moderator) Context triple: [Dumfries Academy, hasNotableAlumnus, James Harkness (Moderator)]
-
A.
Gary Harkness
Gary Harkness is the introspective college football player and narrator of Don DeLillo’s novel "End Zone," through whom themes of war, language, and existential anxiety are explored.
-
B.
Tim Hackett
Tim Hackett is a person notable enough to be specifically cited as a bearer of the surname Hackett, though detailed public information about him is limited.
-
C.
Taylor Hughes
Taylor Hughes is a member of the Hughes family and the sibling of American Olympic figure skating champion Sarah Hughes.
-
D.
Michael Harnett
Michael Harnett is the birth name of Michael Hartnett, a prominent Irish poet known for his lyrical work in both English and Irish.
-
E.
Alex Hawkins
Alex Hawkins was an American football player and broadcaster who served as a television announcer for the 1974 World Bowl.
- 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 (Moderator) Triple: [Dumfries Academy, hasNotableAlumnus, James Harkness (Moderator)]
Generated description
James Harkness was a Scottish mathematician and academic known for his work in complex analysis and for serving as a moderator in the Church of Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Harkness (Moderator) Target entity description: James Harkness was a Scottish mathematician and academic known for his work in complex analysis and for serving as a moderator in the Church of Scotland.
-
A.
Gary Harkness
Gary Harkness is the introspective college football player and narrator of Don DeLillo’s novel "End Zone," through whom themes of war, language, and existential anxiety are explored.
-
B.
Tim Hackett
Tim Hackett is a person notable enough to be specifically cited as a bearer of the surname Hackett, though detailed public information about him is limited.
-
C.
Taylor Hughes
Taylor Hughes is a member of the Hughes family and the sibling of American Olympic figure skating champion Sarah Hughes.
-
D.
Michael Harnett
Michael Harnett is the birth name of Michael Hartnett, a prominent Irish poet known for his lyrical work in both English and Irish.
-
E.
Alex Hawkins
Alex Hawkins was an American football player and broadcaster who served as a television announcer for the 1974 World Bowl.
- 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.