Triple
T1387114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stonehaven |
E29870
|
entity |
| Predicate | hasPrimarySchool |
P3445
|
FINISHED |
| Object |
Arduthie School
Arduthie School is a primary school serving the community of Stonehaven in Aberdeenshire, Scotland.
|
E160686
|
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: Arduthie School | Statement: [Stonehaven, hasPrimarySchool, Arduthie School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arduthie School Context triple: [Stonehaven, hasPrimarySchool, Arduthie School]
-
A.
Lochgelly High School
Lochgelly High School is a secondary school serving the town of Lochgelly and surrounding communities in Fife, Scotland.
-
B.
Ayr Academy
Ayr Academy is a secondary school in the town of Ayr, Scotland, providing education to local students in the surrounding area.
-
C.
Carnoustie High School
Carnoustie High School is a secondary education institution serving the town of Carnoustie and surrounding areas in Angus, Scotland.
-
D.
Coatbridge High School
Coatbridge High School is a secondary education institution serving pupils from the town of Coatbridge in North Lanarkshire, Scotland.
-
E.
Cumbernauld College
Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
- 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: Arduthie School Triple: [Stonehaven, hasPrimarySchool, Arduthie School]
Generated description
Arduthie School is a primary school serving the community of Stonehaven in Aberdeenshire, Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arduthie School Target entity description: Arduthie School is a primary school serving the community of Stonehaven in Aberdeenshire, Scotland.
-
A.
Lochgelly High School
Lochgelly High School is a secondary school serving the town of Lochgelly and surrounding communities in Fife, Scotland.
-
B.
Ayr Academy
Ayr Academy is a secondary school in the town of Ayr, Scotland, providing education to local students in the surrounding area.
-
C.
Carnoustie High School
Carnoustie High School is a secondary education institution serving the town of Carnoustie and surrounding areas in Angus, Scotland.
-
D.
Coatbridge High School
Coatbridge High School is a secondary education institution serving pupils from the town of Coatbridge in North Lanarkshire, Scotland.
-
E.
Cumbernauld College
Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
- 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_69a498dc92f8819094a1108f8ac90f43 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c33b6e108190b6b2bca4ddd97b6c |
completed | March 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde1f08e08190871fd9d539e902c8 |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69acdf4e74b08190a18df73cca054b28 |
completed | March 8, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace03eabf48190a79b5112fb2a917d |
completed | March 8, 2026, 2:34 a.m. |
Created at: March 1, 2026, 7:59 p.m.