Triple

T2980221
Position Surface form Disambiguated ID Type / Status
Subject Lockerbie E80490 entity
Predicate hasRoadConnection P385 FINISHED
Object A709 road
The A709 road is a regional route in southwest Scotland that links the town of Lockerbie with Dumfries and surrounding areas.
 E692235 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: A709 road | Statement: [Lockerbie, hasRoadConnection, A709 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A709 road
Context triple: [Lockerbie, hasRoadConnection, A709 road]
  • A. A701 road
    The A701 road is a major route in southern Scotland that connects Dumfries to Edinburgh, passing through towns such as Moffat.
  • B. A708 road
    The A708 road is a scenic route in southern Scotland that winds through the Moffat Hills, connecting Moffat to Selkirk and passing notable natural landmarks such as the Grey Mare’s Tail waterfall and St Mary’s Loch.
  • 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. A770 road
    The A770 road is a coastal route in Inverclyde, Scotland, connecting the town of Gourock with nearby communities along the south bank of the Firth of Clyde.
  • E. 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.
  • 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: A709 road
Triple: [Lockerbie, hasRoadConnection, A709 road]
Generated description
The A709 road is a regional route in southwest Scotland that links the town of Lockerbie with Dumfries and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A709 road
Target entity description: The A709 road is a regional route in southwest Scotland that links the town of Lockerbie with Dumfries and surrounding areas.
  • A. A701 road
    The A701 road is a major route in southern Scotland that connects Dumfries to Edinburgh, passing through towns such as Moffat.
  • B. A708 road
    The A708 road is a scenic route in southern Scotland that winds through the Moffat Hills, connecting Moffat to Selkirk and passing notable natural landmarks such as the Grey Mare’s Tail waterfall and St Mary’s Loch.
  • 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. A770 road
    The A770 road is a coastal route in Inverclyde, Scotland, connecting the town of Gourock with nearby communities along the south bank of the Firth of Clyde.
  • E. 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.
  • 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad999e91788190a2d430dd0600a660 completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9fc2e796c81908e291a11f239b9fc completed March 30, 2026, 4:29 a.m.
NEDg Description generation batch_69c9fd56f1f081909e444c132f2242dc completed March 30, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69c9fde3b13081908a1394bb76efe374 completed March 30, 2026, 4:36 a.m.
Created at: March 8, 2026, 2:58 p.m.