Triple
T21095117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkhamsted School |
E519744
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Heatherton
Heatherton is a preparatory school that forms part of the independent Berkhamsted School group in England.
|
E1466622
|
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: Heatherton | Statement: [Berkhamsted School, hasSection, Heatherton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heatherton Context triple: [Berkhamsted School, hasSection, Heatherton]
-
A.
Heatherton
Heatherton is a residential suburb in Melbourne’s southeastern region, known for its mix of housing, parklands, and proximity to major transport routes.
-
B.
Dapto
Dapto is a suburb in the Illawarra region of New South Wales, Australia, known for its residential community and proximity to Wollongong.
-
C.
Ellenbrook
Ellenbrook is a rapidly growing residential suburb in the northeastern outskirts of Perth, Western Australia.
-
D.
Perth Hills
Perth Hills is a scenic, elevated region on the outskirts of Perth, Western Australia, known for its forests, orchards, wineries, and outdoor recreation.
-
E.
Thornlie
Thornlie is a residential suburb in Perth, Western Australia, known for its family-friendly amenities and transport links.
- 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: Heatherton Triple: [Berkhamsted School, hasSection, Heatherton]
Generated description
Heatherton is a preparatory school that forms part of the independent Berkhamsted School group in England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heatherton Target entity description: Heatherton is a preparatory school that forms part of the independent Berkhamsted School group in England.
-
A.
Heatherton
Heatherton is a residential suburb in Melbourne’s southeastern region, known for its mix of housing, parklands, and proximity to major transport routes.
-
B.
Dapto
Dapto is a suburb in the Illawarra region of New South Wales, Australia, known for its residential community and proximity to Wollongong.
-
C.
Ellenbrook
Ellenbrook is a rapidly growing residential suburb in the northeastern outskirts of Perth, Western Australia.
-
D.
Perth Hills
Perth Hills is a scenic, elevated region on the outskirts of Perth, Western Australia, known for its forests, orchards, wineries, and outdoor recreation.
-
E.
Thornlie
Thornlie is a residential suburb in Perth, Western Australia, known for its family-friendly amenities and transport links.
- 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_69e0b508d8dc81909be940dafe36c8f7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e71b5845f88190a16f3df157f0906c |
completed | April 21, 2026, 6:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a095a5e7f048190b485f392105666d2 |
completed | May 17, 2026, 6:04 a.m. |
| NEDg | Description generation | batch_6a095b6d25f8819097334c13ef37003e |
completed | May 17, 2026, 6:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a095c7c8840819087c9860a75314b83 |
completed | May 17, 2026, 6:13 a.m. |
Created at: April 16, 2026, 2:52 p.m.