Triple

T3722971
Position Surface form Disambiguated ID Type / Status
Subject Dumfries and Galloway E81680 entity
Predicate containsTransportRoute P11026 FINISHED
Object A76 road
The A76 road is a major trunk route in southwest Scotland that connects Kilmarnock to Dumfries, serving as an important link between Ayrshire and Dumfries and Galloway.
 E863027 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: A76 road | Statement: [Dumfries and Galloway, containsTransportRoute, A76 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A76 road
Context triple: [Dumfries and Galloway, containsTransportRoute, A76 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. 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.
  • C. A75 road
    The A75 road is a major trunk route in southwest Scotland that connects the ferry port of Cairnryan and the town of Stranraer with the A74(M) motorway and the rest of the UK road network.
  • D. 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.
  • E. A71 road
    The A71 road is a major east–west route in Scotland that connects Edinburgh to Ayr, passing through areas including West Lothian.
  • 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: A76 road
Triple: [Dumfries and Galloway, containsTransportRoute, A76 road]
Generated description
The A76 road is a major trunk route in southwest Scotland that connects Kilmarnock to Dumfries, serving as an important link between Ayrshire and Dumfries and Galloway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A76 road
Target entity description: The A76 road is a major trunk route in southwest Scotland that connects Kilmarnock to Dumfries, serving as an important link between Ayrshire and Dumfries and Galloway.
  • 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. 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.
  • C. A75 road
    The A75 road is a major trunk route in southwest Scotland that connects the ferry port of Cairnryan and the town of Stranraer with the A74(M) motorway and the rest of the UK road network.
  • D. 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.
  • E. A71 road
    The A71 road is a major east–west route in Scotland that connects Edinburgh to Ayr, passing through areas including West Lothian.
  • 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_69ad8b1b7ef081908d2d381bbf54985a completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adca9ea1688190b3b8414d77960e8f completed March 8, 2026, 7:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d87dfc46e08190bea27c11b987cb6d completed April 10, 2026, 4:35 a.m.
NEDg Description generation batch_69d8837e70508190b03e8983b2617eac completed April 10, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69d889cc40648190a1d80b955e676ea5 completed April 10, 2026, 5:25 a.m.
Created at: March 8, 2026, 3:34 p.m.