Triple
T726267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forfar |
E14731
|
entity |
| Predicate | hasNearbyRoad |
P11435
|
FINISHED |
| Object | A90 road |
E27559
|
NE FINISHED |
How this triple was built (3 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: A90 road | Statement: [Forfar, hasNearbyRoad, A90 road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A90 road Context triple: [Forfar, hasNearbyRoad, A90 road]
-
A.
A90 road
chosen
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.
-
B.
A9 road
The A9 road is a major Scottish trunk route running from Falkirk to Scrabster, forming the main north–south artery through the Highlands.
-
C.
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.
-
D.
A955 road
The A955 road is a coastal route in Fife, Scotland, linking several towns along the north shore of the Firth of Forth, including Methil.
-
E.
A8 road
The A8 road is a major route in the United Kingdom that connects Glasgow to Greenock in western Scotland, serving as an important link for regional and local traffic.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyRoad Context triple: [Forfar, hasNearbyRoad, A90 road]
-
A.
hasNearbyStreet
Indicates that one entity is located close to or adjacent to a street.
-
B.
hasApproachRoad
Indicates that one entity is connected to or accessed by another entity via an approach road leading to it.
-
C.
linkedByRoadTo
chosen
Indicates that two locations are directly connected to each other by a road suitable for travel.
-
D.
motorwayJunctionNearby
Indicates that a motorway junction is located close to the referenced entity.
-
E.
roadServed
Indicates that a road is provided with necessary services or infrastructure support by a responsible entity.
- F. None of above.
Provenance (4 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_69a4934c753c81909b309027e48b9b3a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a64adf2c81908e48090be35dd9d9 |
completed | March 1, 2026, 8:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acddf440848190aa5019ffcedd4859 |
completed | March 8, 2026, 2:24 a.m. |
| PD | Predicate disambiguation | batch_69a4a4f839608190878a60eb7a044ed9 |
completed | March 1, 2026, 8:43 p.m. |
Created at: March 1, 2026, 7:37 p.m.