Triple

T1497232
Position Surface form Disambiguated ID Type / Status
Subject West Lothian E29712 entity
Predicate hasTransport P1298 FINISHED
Object A71 road
The A71 road is a major east–west route in Scotland that connects Edinburgh to Ayr, passing through areas including West Lothian.
 E444586 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: A71 road | Statement: [West Lothian, hasTransport, A71 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A71 road
Context triple: [West Lothian, hasTransport, A71 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. 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.
  • 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. A701 road
    The A701 road is a major route in southern Scotland that connects Dumfries to Edinburgh, passing through towns such as Moffat.
  • 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: A71 road
Triple: [West Lothian, hasTransport, A71 road]
Generated description
The A71 road is a major east–west route in Scotland that connects Edinburgh to Ayr, passing through areas including West Lothian.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A71 road
Target entity description: The A71 road is a major east–west route in Scotland that connects Edinburgh to Ayr, passing through areas including West Lothian.
  • 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. 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.
  • 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. A701 road
    The A701 road is a major route in southern Scotland that connects Dumfries to Edinburgh, passing through towns such as Moffat.
  • 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_69a498dba1d8819093b46a3a8d2485f1 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6edca248190a90205799b270058 completed March 1, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b65ef41040819092943009497c2000 completed March 15, 2026, 7:25 a.m.
NEDg Description generation batch_69b6611845ac8190b83b0c864bb4911c completed March 15, 2026, 7:34 a.m.
NED2 Entity disambiguation (via description) batch_69b66180aad08190947988111132dddf completed March 15, 2026, 7:36 a.m.
Created at: March 1, 2026, 8:12 p.m.