Triple
T12790962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Hertfordshire College (Stevenage campus) |
E305757
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
North Hertfordshire College
North Hertfordshire College is a further education institution in Hertfordshire, England, offering a range of vocational and academic courses across multiple campuses.
|
E1002805
|
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: North Hertfordshire College | Statement: [North Hertfordshire College (Stevenage campus), partOf, North Hertfordshire College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Hertfordshire College Context triple: [North Hertfordshire College (Stevenage campus), partOf, North Hertfordshire College]
-
A.
West Herts College
West Herts College is a further and higher education college in Hertfordshire, England, offering vocational, academic, and professional courses to local and regional students.
-
B.
University of Hertfordshire
The University of Hertfordshire is a modern public university in Hatfield, England, known for its strong focus on employability, industry partnerships, and professionally oriented courses.
-
C.
South Essex College
South Essex College is a further and higher education college based in Southend-on-Sea, England, offering a wide range of vocational, academic, and professional courses.
-
D.
West Nottinghamshire College
West Nottinghamshire College is a large further education and skills college based in Mansfield, Nottinghamshire, offering a wide range of vocational courses, apprenticeships, and adult learning programs.
-
E.
Hendon College of Technology
Hendon College of Technology was a former technical and higher education institution in Hendon, London, that became one of the key predecessors of Middlesex University.
- 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: North Hertfordshire College Triple: [North Hertfordshire College (Stevenage campus), partOf, North Hertfordshire College]
Generated description
North Hertfordshire College is a further education institution in Hertfordshire, England, offering a range of vocational and academic courses across multiple campuses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Hertfordshire College Target entity description: North Hertfordshire College is a further education institution in Hertfordshire, England, offering a range of vocational and academic courses across multiple campuses.
-
A.
West Herts College
West Herts College is a further and higher education college in Hertfordshire, England, offering vocational, academic, and professional courses to local and regional students.
-
B.
University of Hertfordshire
The University of Hertfordshire is a modern public university in Hatfield, England, known for its strong focus on employability, industry partnerships, and professionally oriented courses.
-
C.
South Essex College
South Essex College is a further and higher education college based in Southend-on-Sea, England, offering a wide range of vocational, academic, and professional courses.
-
D.
West Nottinghamshire College
West Nottinghamshire College is a large further education and skills college based in Mansfield, Nottinghamshire, offering a wide range of vocational courses, apprenticeships, and adult learning programs.
-
E.
Hendon College of Technology
Hendon College of Technology was a former technical and higher education institution in Hendon, London, that became one of the key predecessors of Middlesex University.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6b55248190ab938e69eb263612 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68508e4488190bb57a1ade93987ab |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f687ae18c08190a94dca38bb69d10f |
completed | May 2, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f68884ed348190a1b2c89b1d655fa9 |
completed | May 2, 2026, 11:28 p.m. |
Created at: April 9, 2026, 5:30 p.m.