Triple
T1238978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayr |
E26613
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
A79 road
The A79 road is a major route in southwest Scotland that links the coastal town of Ayr with nearby communities and transport networks.
|
E346077
|
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: A79 road | Statement: [Ayr, roadConnection, A79 road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A79 road Context triple: [Ayr, roadConnection, A79 road]
-
A.
A77 road
The A77 road is a major route in southwest Scotland that runs from Glasgow to the port town of Stranraer, serving as a key link between central Scotland and ferry services to Northern Ireland.
-
B.
A74 road
The A74 road was a major trunk route in the United Kingdom connecting England and Scotland, much of which has since been upgraded and replaced by the M74 motorway.
-
C.
A70 road
The A70 road is a major route in Scotland that runs from Ayr on the west coast inland toward Edinburgh, connecting several towns across the central belt.
-
D.
A27 road
The A27 road is a major east–west trunk route along England’s south coast, linking key towns and cities between Hampshire and East Sussex.
-
E.
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.
- 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: A79 road Triple: [Ayr, roadConnection, A79 road]
Generated description
The A79 road is a major route in southwest Scotland that links the coastal town of Ayr with nearby communities and transport networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A79 road Target entity description: The A79 road is a major route in southwest Scotland that links the coastal town of Ayr with nearby communities and transport networks.
-
A.
A77 road
The A77 road is a major route in southwest Scotland that runs from Glasgow to the port town of Stranraer, serving as a key link between central Scotland and ferry services to Northern Ireland.
-
B.
A74 road
The A74 road was a major trunk route in the United Kingdom connecting England and Scotland, much of which has since been upgraded and replaced by the M74 motorway.
-
C.
A70 road
The A70 road is a major route in Scotland that runs from Ayr on the west coast inland toward Edinburgh, connecting several towns across the central belt.
-
D.
A27 road
The A27 road is a major east–west trunk route along England’s south coast, linking key towns and cities between Hampshire and East Sussex.
-
E.
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.
- 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_69a4948689d08190b3a4a3f388c02148 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf406b988190a12aa26bbcb88d6a |
completed | March 1, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f38ecc488190a2f7f66f5ae27477 |
completed | March 12, 2026, 5:10 p.m. |
| NEDg | Description generation | batch_69b2f6a6d23c81908c2d9e2da3fc51d6 |
completed | March 12, 2026, 5:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3096e0db4819089ed2ae7b4f4501e |
completed | March 12, 2026, 6:43 p.m. |
Created at: March 1, 2026, 7:47 p.m.