Triple
T2874347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stevenage |
E56839
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
North Hertfordshire College (Stevenage campus)
North Hertfordshire College (Stevenage campus) is a further education college site in Stevenage, England, offering vocational courses, apprenticeships, and adult learning programs.
|
E305757
|
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 (Stevenage campus) | Statement: [Stevenage, hasEducationalInstitution, North Hertfordshire College (Stevenage campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Hertfordshire College (Stevenage campus) Context triple: [Stevenage, hasEducationalInstitution, North Hertfordshire College (Stevenage campus)]
-
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.
University of Bedfordshire
The University of Bedfordshire is a modern public university in England known for its vocationally oriented courses, diverse student body, and main campus in the town of Luton.
-
E.
Buxton & Leek College
Buxton & Leek College is a further education institution in Derbyshire and Staffordshire, England, offering vocational courses, apprenticeships, and adult learning across multiple campuses.
- 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 (Stevenage campus) Triple: [Stevenage, hasEducationalInstitution, North Hertfordshire College (Stevenage campus)]
Generated description
North Hertfordshire College (Stevenage campus) is a further education college site in Stevenage, England, offering vocational courses, apprenticeships, and adult learning programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Hertfordshire College (Stevenage campus) Target entity description: North Hertfordshire College (Stevenage campus) is a further education college site in Stevenage, England, offering vocational courses, apprenticeships, and adult learning programs.
-
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.
University of Bedfordshire
The University of Bedfordshire is a modern public university in England known for its vocationally oriented courses, diverse student body, and main campus in the town of Luton.
-
E.
Buxton & Leek College
Buxton & Leek College is a further education institution in Derbyshire and Staffordshire, England, offering vocational courses, apprenticeships, and adult learning across multiple campuses.
- 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_69ab4a4ced288190ab6d3e062d10f7f6 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abe0032ddc8190bb4d15ec7e3c63e8 |
completed | March 7, 2026, 8:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01db780908190919d859205464b2e |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b0201470cc81909188573c3749dffb |
completed | March 10, 2026, 1:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b020aa00888190a683a621f1e1a107 |
completed | March 10, 2026, 1:46 p.m. |
Created at: March 6, 2026, 10:03 p.m.