Triple
T1238984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayr |
E26613
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Ayr Academy
Ayr Academy is a secondary school in the town of Ayr, Scotland, providing education to local students in the surrounding area.
|
E142998
|
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: Ayr Academy | Statement: [Ayr, hasEducationalInstitution, Ayr Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayr Academy Context triple: [Ayr, hasEducationalInstitution, Ayr Academy]
-
A.
Kilmarnock Academy
Kilmarnock Academy is a secondary school in Kilmarnock, Scotland, known for serving the local community with comprehensive education for young people.
-
B.
Carnoustie High School
Carnoustie High School is a secondary education institution serving the town of Carnoustie and surrounding areas in Angus, Scotland.
-
C.
Kirkcaldy High School
Kirkcaldy High School is a long-established secondary school in Kirkcaldy, Fife, Scotland, serving local students with comprehensive education.
-
D.
Cumbernauld College
Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
-
E.
Lochgelly High School
Lochgelly High School is a secondary school serving the town of Lochgelly and surrounding communities in Fife, Scotland.
- 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: Ayr Academy Triple: [Ayr, hasEducationalInstitution, Ayr Academy]
Generated description
Ayr Academy is a secondary school in the town of Ayr, Scotland, providing education to local students in the surrounding area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayr Academy Target entity description: Ayr Academy is a secondary school in the town of Ayr, Scotland, providing education to local students in the surrounding area.
-
A.
Kilmarnock Academy
Kilmarnock Academy is a secondary school in Kilmarnock, Scotland, known for serving the local community with comprehensive education for young people.
-
B.
Carnoustie High School
Carnoustie High School is a secondary education institution serving the town of Carnoustie and surrounding areas in Angus, Scotland.
-
C.
Kirkcaldy High School
Kirkcaldy High School is a long-established secondary school in Kirkcaldy, Fife, Scotland, serving local students with comprehensive education.
-
D.
Cumbernauld College
Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
-
E.
Lochgelly High School
Lochgelly High School is a secondary school serving the town of Lochgelly and surrounding communities in Fife, Scotland.
- 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_69a4948689d08190b3a4a3f388c02148 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf406b988190a12aa26bbcb88d6a |
completed | March 1, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac93c186fc8190a353c8f0a90ce273 |
completed | March 7, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69ac94abbd748190851f3d53ec909494 |
completed | March 7, 2026, 9:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac9506ec5481909014834364f4e7f7 |
completed | March 7, 2026, 9:13 p.m. |
Created at: March 1, 2026, 7:47 p.m.