Triple

T2638369
Position Surface form Disambiguated ID Type / Status
Subject A8 road E62801 entity
Predicate hasJunctionWith P1018 FINISHED
Object A78 road
The A78 road is a major route in western Scotland that runs along the Ayrshire coast, connecting towns such as Irvine, Ardrossan, and Largs.
 E690197 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: A78 road | Statement: [A8 road, hasJunctionWith, A78 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A78 road
Context triple: [A8 road, hasJunctionWith, A78 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. 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. 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.
  • 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: A78 road
Triple: [A8 road, hasJunctionWith, A78 road]
Generated description
The A78 road is a major route in western Scotland that runs along the Ayrshire coast, connecting towns such as Irvine, Ardrossan, and Largs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A78 road
Target entity description: The A78 road is a major route in western Scotland that runs along the Ayrshire coast, connecting towns such as Irvine, Ardrossan, and Largs.
  • 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. 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. 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.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8e470ac8190bd0d6de6805afcd0 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69c922a0d2688190982714e2e409465d completed March 29, 2026, 1:01 p.m.
NEDg Description generation batch_69c92300ecc88190a33dd96299bf3d1c completed March 29, 2026, 1:02 p.m.
NED2 Entity disambiguation (via description) batch_69c9235aa9fc8190bcb027749231dfdd completed March 29, 2026, 1:04 p.m.
Created at: March 6, 2026, 9:53 p.m.