Triple
T1873705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fort William |
E39090
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
A830 road
The A830 road, often called the "Road to the Isles," is a scenic route in the Scottish Highlands linking Fort William to the port town of Mallaig.
|
E501069
|
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: A830 road | Statement: [Fort William, hasTransportConnection, A830 road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A830 road Context triple: [Fort William, hasTransportConnection, A830 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.
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.
-
C.
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.
-
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.
A821 road
The A821 road is a scenic route in central Scotland that winds through the Trossachs, connecting villages and lochs within the Loch Lomond and The Trossachs National Park.
- 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: A830 road Triple: [Fort William, hasTransportConnection, A830 road]
Generated description
The A830 road, often called the "Road to the Isles," is a scenic route in the Scottish Highlands linking Fort William to the port town of Mallaig.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A830 road Target entity description: The A830 road, often called the "Road to the Isles," is a scenic route in the Scottish Highlands linking Fort William to the port town of Mallaig.
-
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.
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.
-
C.
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.
-
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.
A821 road
The A821 road is a scenic route in central Scotland that winds through the Trossachs, connecting villages and lochs within the Loch Lomond and The Trossachs National Park.
- 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_69a8862f7074819096afe7fe65e179e9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0d648ec8190a21445ddca6f9aa6 |
completed | March 7, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee04d0b0c81908876ff0d675b93ae |
completed | March 21, 2026, 6:15 p.m. |
| NEDg | Description generation | batch_69bee5e7ea488190a6997dfad707f660 |
completed | March 21, 2026, 6:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee64966f88190874edda00332e220 |
completed | March 21, 2026, 6:41 p.m. |
Created at: March 4, 2026, 7:34 p.m.