Triple
T7763486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bainsford |
E176082
|
entity |
| Predicate | roadAccessVia |
P9041
|
FINISHED |
| Object |
A9 road (Falkirk–Stirling)
The A9 road (Falkirk–Stirling) is a key regional route in central Scotland that connects the towns of Falkirk and Stirling and links several surrounding communities.
|
E687660
|
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: A9 road (Falkirk–Stirling) | Statement: [Bainsford, roadAccessVia, A9 road (Falkirk–Stirling)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A9 road (Falkirk–Stirling) Context triple: [Bainsford, roadAccessVia, A9 road (Falkirk–Stirling)]
-
A.
A93 road
The A93 road is a major Scottish route running from Perth through the Highlands, including the Cairngorms, and is known as one of the highest public roads in the United Kingdom.
-
B.
A92 road
The A92 road is a major trunk route in eastern Scotland that connects several key towns and cities, including linking the area around Glenrothes to the wider regional road network.
-
C.
A96 road
The A96 road is a major trunk route in northern Scotland that links the cities of Inverness and Aberdeen, serving as a key corridor for regional travel and transport.
-
D.
A90 road
The A90 road is a major trunk route in eastern Scotland that runs between Edinburgh and Fraserburgh, linking key cities such as Dundee and Aberdeen.
-
E.
road A964
Road A964 is a regional road in Orkney, Scotland, connecting the parish of Orphir with other parts of the Mainland island.
- 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: A9 road (Falkirk–Stirling) Triple: [Bainsford, roadAccessVia, A9 road (Falkirk–Stirling)]
Generated description
The A9 road (Falkirk–Stirling) is a key regional route in central Scotland that connects the towns of Falkirk and Stirling and links several surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A9 road (Falkirk–Stirling) Target entity description: The A9 road (Falkirk–Stirling) is a key regional route in central Scotland that connects the towns of Falkirk and Stirling and links several surrounding communities.
-
A.
A93 road
The A93 road is a major Scottish route running from Perth through the Highlands, including the Cairngorms, and is known as one of the highest public roads in the United Kingdom.
-
B.
A92 road
The A92 road is a major trunk route in eastern Scotland that connects several key towns and cities, including linking the area around Glenrothes to the wider regional road network.
-
C.
A96 road
The A96 road is a major trunk route in northern Scotland that links the cities of Inverness and Aberdeen, serving as a key corridor for regional travel and transport.
-
D.
A90 road
The A90 road is a major trunk route in eastern Scotland that runs between Edinburgh and Fraserburgh, linking key cities such as Dundee and Aberdeen.
-
E.
road A964
Road A964 is a regional road in Orkney, Scotland, connecting the parish of Orphir with other parts of the Mainland island.
- 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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c704061d1881909b5b42bb93d2b8a7 |
completed | March 27, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7da8b848190b378f694118dfa19 |
completed | March 29, 2026, 6:34 a.m. |
| NEDg | Description generation | batch_69c8c8d7a51481908fd537dbb57a6116 |
completed | March 29, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c98179908190a68b7f029fff8e3c |
completed | March 29, 2026, 6:41 a.m. |
Created at: March 27, 2026, 4:09 p.m.