Triple
T3471863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkhamsted |
E73278
|
entity |
| Predicate | hasAmenity |
P105
|
FINISHED |
| Object |
Berkhamsted School
Berkhamsted School is a historic independent day school in Hertfordshire, England, known for its academic reputation and long-standing traditions.
|
E519744
|
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: Berkhamsted School | Statement: [Berkhamsted, hasAmenity, Berkhamsted School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkhamsted School Context triple: [Berkhamsted, hasAmenity, Berkhamsted School]
-
A.
Harrow School
Harrow School is a prestigious independent boarding school for boys in London, England, renowned for educating numerous prominent figures in British political and cultural life.
-
B.
Bedford School
Bedford School is a historic independent boarding and day school for boys in Bedford, England, known for its strong academic tradition and notable alumni.
-
C.
Sevenoaks School
Sevenoaks School is a prestigious independent co-educational day and boarding school in Sevenoaks, Kent, known for its strong academic reputation and early adoption of the International Baccalaureate.
-
D.
Abingdon School
Abingdon School is a historic independent day and boarding school for boys located in Abingdon, Oxfordshire, England.
-
E.
Berkhamsted School for Girls
Berkhamsted School for Girls is an independent girls' school in Berkhamsted, Hertfordshire, England, known for educating notable figures including Clementine Churchill.
- 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: Berkhamsted School Triple: [Berkhamsted, hasAmenity, Berkhamsted School]
Generated description
Berkhamsted School is a historic independent day school in Hertfordshire, England, known for its academic reputation and long-standing traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkhamsted School Target entity description: Berkhamsted School is a historic independent day school in Hertfordshire, England, known for its academic reputation and long-standing traditions.
-
A.
Harrow School
Harrow School is a prestigious independent boarding school for boys in London, England, renowned for educating numerous prominent figures in British political and cultural life.
-
B.
Bedford School
Bedford School is a historic independent boarding and day school for boys in Bedford, England, known for its strong academic tradition and notable alumni.
-
C.
Sevenoaks School
Sevenoaks School is a prestigious independent co-educational day and boarding school in Sevenoaks, Kent, known for its strong academic reputation and early adoption of the International Baccalaureate.
-
D.
Abingdon School
Abingdon School is a historic independent day and boarding school for boys located in Abingdon, Oxfordshire, England.
-
E.
Berkhamsted School for Girls
Berkhamsted School for Girls is an independent girls' school in Berkhamsted, Hertfordshire, England, known for educating notable figures including Clementine Churchill.
- 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_69ad85b2fed48190948c8765e453d270 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb3cc8488190b97c732e3f600a90 |
completed | March 8, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3a763c5081909cfb4b209207c859 |
completed | March 22, 2026, 12:40 a.m. |
| NEDg | Description generation | batch_69bf3b1bfaec8190a9c1cfa734e1a529 |
completed | March 22, 2026, 12:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3ec2e6c88190a7e965d06455dccd |
completed | March 22, 2026, 12:58 a.m. |
Created at: March 8, 2026, 3:17 p.m.