Triple
T2873704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dumfriesshire |
E56824
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Langholm
Langholm is a small town in the Scottish Borders known historically for its textile industry and scenic position in the valley of the River Esk.
|
E304724
|
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: Langholm | Statement: [Dumfriesshire, containsSettlement, Langholm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langholm Context triple: [Dumfriesshire, containsSettlement, Langholm]
-
A.
Kinglassie
Kinglassie is a small village in Fife, Scotland, known historically for its coal mining heritage and rural character.
-
B.
Moodiesburn
Moodiesburn is a suburban village in North Lanarkshire, Scotland, situated to the northeast of Glasgow and largely serving as a commuter community.
-
C.
Longniddry
Longniddry is a coastal village in Scotland known for its sandy beach, golf course, and role as a commuter settlement for nearby Edinburgh.
-
D.
Ilkeston
Ilkeston is a market town in the East Midlands of England, historically known for its coal mining and textile industries.
-
E.
Pittenweem
Pittenweem is a historic fishing village and arts hub on the east coast of Scotland, known for its picturesque harbour and annual arts festival.
- 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: Langholm Triple: [Dumfriesshire, containsSettlement, Langholm]
Generated description
Langholm is a small town in the Scottish Borders known historically for its textile industry and scenic position in the valley of the River Esk.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langholm Target entity description: Langholm is a small town in the Scottish Borders known historically for its textile industry and scenic position in the valley of the River Esk.
-
A.
Kinglassie
Kinglassie is a small village in Fife, Scotland, known historically for its coal mining heritage and rural character.
-
B.
Moodiesburn
Moodiesburn is a suburban village in North Lanarkshire, Scotland, situated to the northeast of Glasgow and largely serving as a commuter community.
-
C.
Longniddry
Longniddry is a coastal village in Scotland known for its sandy beach, golf course, and role as a commuter settlement for nearby Edinburgh.
-
D.
Ilkeston
Ilkeston is a market town in the East Midlands of England, historically known for its coal mining and textile industries.
-
E.
Pittenweem
Pittenweem is a historic fishing village and arts hub on the east coast of Scotland, known for its picturesque harbour and annual arts festival.
- 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_69ab4a4ced288190ab6d3e062d10f7f6 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abe0032ddc8190bb4d15ec7e3c63e8 |
completed | March 7, 2026, 8:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01db40e388190a208fe58e2ed6029 |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b01f8745948190b4821aac1941276c |
completed | March 10, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b020482e548190ab837025540673f7 |
completed | March 10, 2026, 1:44 p.m. |
Created at: March 6, 2026, 10:03 p.m.