Triple
T18123984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borthwick, Midlothian, Scotland |
E433819
|
entity |
| Predicate | hasNearbyParish |
P4647
|
FINISHED |
| Object | Heriot |
—
|
NE NERFINISHED |
How this triple was built (3 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: Heriot | Statement: [Borthwick, Midlothian, Scotland, hasNearbyParish, Heriot]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heriot Context triple: [Borthwick, Midlothian, Scotland, hasNearbyParish, Heriot]
-
A.
Heriot
Heriot is a small rural township in New Zealand’s Otago region, known historically for farming and its role as a service centre for the surrounding agricultural community.
-
B.
Herioter
A Herioter is a former pupil or alumnus of George Heriot's School in Edinburgh, Scotland.
-
C.
Armadale Academy
Armadale Academy is a secondary school serving the town of Armadale and surrounding communities in Scotland.
-
D.
Fergusson
Fergusson is a Scottish surname historically associated with several notable figures in politics, military service, and the arts.
-
E.
Hillfields
Hillfields is a residential area and suburb of Bristol, England, situated near Fishponds in the eastern part of the city.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heriot Target entity description: Heriot is a small rural parish and village in Midlothian, Scotland, known for its agricultural landscape and proximity to the Moorfoot Hills.
-
A.
Heriot
Heriot is a small rural township in New Zealand’s Otago region, known historically for farming and its role as a service centre for the surrounding agricultural community.
-
B.
Herioter
A Herioter is a former pupil or alumnus of George Heriot's School in Edinburgh, Scotland.
-
C.
Armadale Academy
Armadale Academy is a secondary school serving the town of Armadale and surrounding communities in Scotland.
-
D.
Fergusson
Fergusson is a Scottish surname historically associated with several notable figures in politics, military service, and the arts.
-
E.
Hillfields
Hillfields is a residential area and suburb of Bristol, England, situated near Fishponds in the eastern part of the city.
- F. None of above. chosen
Provenance (2 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_69d8b909e8cc81908df4cc2b8ea6d11f |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4ddebeae88190ae50e9a258b34dbe |
completed | April 19, 2026, 1:51 p.m. |
Created at: April 10, 2026, 10:28 a.m.