Triple
T1367743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aberfoyle |
E30040
|
entity |
| Predicate | hasRoadConnection |
P385
|
FINISHED |
| Object |
A81 road
The A81 road is a major route in central Scotland that runs between Glasgow and Callander, passing through towns and villages such as Aberfoyle and providing access to the Trossachs area.
|
E390803
|
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: A81 road | Statement: [Aberfoyle, hasRoadConnection, A81 road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A81 road Context triple: [Aberfoyle, hasRoadConnection, A81 road]
-
A.
A82 road
The A82 road is a major Scottish trunk route running from Glasgow to Inverness through the Highlands, including the scenic western shore of Loch Lomond.
-
B.
A80 road
The A80 road is a major route in Scotland that historically connected Glasgow to Stirling and the north before being largely replaced by the M80 motorway.
-
C.
A85 road
The A85 road is a major trunk route in Scotland that runs through Perth and western regions, connecting several towns and linking with key motorways.
-
D.
A84 road
The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
-
E.
A89 road
The A89 road is a major route in central Scotland that runs between Glasgow and Newbridge near Edinburgh, serving towns across the Central Belt.
- 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: A81 road Triple: [Aberfoyle, hasRoadConnection, A81 road]
Generated description
The A81 road is a major route in central Scotland that runs between Glasgow and Callander, passing through towns and villages such as Aberfoyle and providing access to the Trossachs area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A81 road Target entity description: The A81 road is a major route in central Scotland that runs between Glasgow and Callander, passing through towns and villages such as Aberfoyle and providing access to the Trossachs area.
-
A.
A82 road
The A82 road is a major Scottish trunk route running from Glasgow to Inverness through the Highlands, including the scenic western shore of Loch Lomond.
-
B.
A80 road
The A80 road is a major route in Scotland that historically connected Glasgow to Stirling and the north before being largely replaced by the M80 motorway.
-
C.
A85 road
The A85 road is a major trunk route in Scotland that runs through Perth and western regions, connecting several towns and linking with key motorways.
-
D.
A84 road
The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
-
E.
A89 road
The A89 road is a major route in central Scotland that runs between Glasgow and Newbridge near Edinburgh, serving towns across the Central Belt.
- 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_69a498f912008190a376a98b207b2071 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c2d33d2081908008494b5f56bf56 |
completed | March 1, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fabfbf1c819082fe4ccfb65fc51b |
completed | March 14, 2026, 6:05 a.m. |
| NEDg | Description generation | batch_69b4fc5747208190a7af99c10014080e |
completed | March 14, 2026, 6:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fcc395ec8190a781e982b935c2f6 |
completed | March 14, 2026, 6:14 a.m. |
Created at: March 1, 2026, 7:57 p.m.