Triple
T8976139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Francis McFall |
E214392
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Paisley College of Technology
Paisley College of Technology was a Scottish higher education institution specializing in technical and vocational subjects, which later became part of the University of the West of Scotland.
|
E768992
|
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: Paisley College of Technology | Statement: [John Francis McFall, educatedAt, Paisley College of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paisley College of Technology Context triple: [John Francis McFall, educatedAt, Paisley College of Technology]
-
A.
Perth College UHI
Perth College UHI is a further and higher education college in Perth, Scotland, that forms part of the University of the Highlands and Islands network.
-
B.
City of Glasgow College
City of Glasgow College is a major further and higher education institution in Glasgow, Scotland, offering a wide range of vocational, technical, and academic courses.
-
C.
South Lanarkshire College
South Lanarkshire College is a further education college in Scotland offering vocational and academic courses to local and regional students.
-
D.
Cumbernauld College
Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
-
E.
Ayrshire College Kilmarnock Campus
Ayrshire College Kilmarnock Campus is a further education institution in Kilmarnock, 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: Paisley College of Technology Triple: [John Francis McFall, educatedAt, Paisley College of Technology]
Generated description
Paisley College of Technology was a Scottish higher education institution specializing in technical and vocational subjects, which later became part of the University of the West of Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paisley College of Technology Target entity description: Paisley College of Technology was a Scottish higher education institution specializing in technical and vocational subjects, which later became part of the University of the West of Scotland.
-
A.
Perth College UHI
Perth College UHI is a further and higher education college in Perth, Scotland, that forms part of the University of the Highlands and Islands network.
-
B.
City of Glasgow College
City of Glasgow College is a major further and higher education institution in Glasgow, Scotland, offering a wide range of vocational, technical, and academic courses.
-
C.
South Lanarkshire College
South Lanarkshire College is a further education college in Scotland offering vocational and academic courses to local and regional students.
-
D.
Cumbernauld College
Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
-
E.
Ayrshire College Kilmarnock Campus
Ayrshire College Kilmarnock Campus is a further education institution in Kilmarnock, 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_69ca839ea8b88190922c6a326ffcc0d3 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6786c880819088393bb107a7364c |
completed | April 1, 2026, 12:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc96aa46c81908b95a23fd2b4da57 |
completed | April 3, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69cfca00ffa08190ad66fb99572a6275 |
completed | April 3, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfca84937881909707497d733218e5 |
completed | April 3, 2026, 2:11 p.m. |
Created at: March 30, 2026, 7:02 p.m.