Triple
T12750876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langholm |
E304724
|
entity |
| Predicate | hasSecondarySchool |
P3445
|
FINISHED |
| Object | Langholm Academy |
E164192
|
NE FINISHED |
How this triple was built (2 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: Langholm Academy | Statement: [Langholm, hasSecondarySchool, Langholm Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langholm Academy Context triple: [Langholm, hasSecondarySchool, Langholm Academy]
-
A.
Langholm Academy
chosen
Langholm Academy is a secondary school in Langholm, Scotland, known for educating notable Scottish poet Hugh MacDiarmid.
-
B.
Langholm Primary School
Langholm Primary School is a local primary education institution serving young children in the town of Langholm, Scotland.
-
C.
Humberston Academy
Humberston Academy is a secondary school and sixth form located in Humberston, near Grimsby in North East Lincolnshire, England.
-
D.
Bellshill Academy
Bellshill Academy is a secondary school located in the town of Bellshill in North Lanarkshire, Scotland.
-
E.
Ellon Academy
Ellon Academy is a secondary school in Ellon, Aberdeenshire, Scotland, known for educating students from the surrounding area, including renowned percussionist Evelyn Glennie.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdf1fcd081909ffb0e0d6fa3a07d |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96bd75f508190aaae0969f33d1523 |
completed | April 10, 2026, 9:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684ee2ab4819099194d115d2e5a15 |
completed | May 2, 2026, 11:12 p.m. |
Created at: April 9, 2026, 5:27 p.m.