Triple
T9049029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Herts College |
E216833
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Hemel Hempstead campus
Hemel Hempstead campus is a main site of West Herts College offering further and higher education courses and vocational training in Hemel Hempstead, England.
|
E774496
|
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: Hemel Hempstead campus | Statement: [West Herts College, hasCampus, Hemel Hempstead campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hemel Hempstead campus Context triple: [West Herts College, hasCampus, Hemel Hempstead campus]
-
A.
Loughton Campus
Loughton Campus is the University of Essex’s specialist performing arts site, best known as the home of its East 15 Acting School.
-
B.
Wadhurst campus
Wadhurst campus is the middle school campus of Melbourne Grammar School, catering primarily to boys in the early secondary years.
-
C.
Chelmsford campus
Chelmsford campus is a major site of Anglia Ruskin University in Essex, England, offering a range of academic facilities and student services.
-
D.
Locksbrook campus
Locksbrook campus is a Bath Spa University site in Bath, UK, known for its creative arts and design facilities housed in a converted riverside factory building.
-
E.
Highfield Campus
Highfield Campus is the main and largest campus of the University of Southampton, housing many of its academic departments, facilities, and student services.
- 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: Hemel Hempstead campus Triple: [West Herts College, hasCampus, Hemel Hempstead campus]
Generated description
Hemel Hempstead campus is a main site of West Herts College offering further and higher education courses and vocational training in Hemel Hempstead, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hemel Hempstead campus Target entity description: Hemel Hempstead campus is a main site of West Herts College offering further and higher education courses and vocational training in Hemel Hempstead, England.
-
A.
Loughton Campus
Loughton Campus is the University of Essex’s specialist performing arts site, best known as the home of its East 15 Acting School.
-
B.
Wadhurst campus
Wadhurst campus is the middle school campus of Melbourne Grammar School, catering primarily to boys in the early secondary years.
-
C.
Chelmsford campus
Chelmsford campus is a major site of Anglia Ruskin University in Essex, England, offering a range of academic facilities and student services.
-
D.
Locksbrook campus
Locksbrook campus is a Bath Spa University site in Bath, UK, known for its creative arts and design facilities housed in a converted riverside factory building.
-
E.
Highfield Campus
Highfield Campus is the main and largest campus of the University of Southampton, housing many of its academic departments, facilities, and student services.
- 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_69ca83d362e88190ae44b4e4dc194209 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc6b51aa708190a37feecfd8deed2f |
completed | April 1, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfebc0fd648190b0dd6cf62605b98f |
completed | April 3, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69cfed4fb6cc8190bb97345dd392b25b |
completed | April 3, 2026, 4:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfedf299908190852cc627fd7134b9 |
completed | April 3, 2026, 4:42 p.m. |
Created at: March 30, 2026, 7:10 p.m.