Triple

T3291675
Position Surface form Disambiguated ID Type / Status
Subject Gare Loch E69114 entity
Predicate hasNearbyRoad P11435 FINISHED
Object A814 road
The A814 road is a scenic route in western Scotland that runs along the shores of the River Clyde and Gare Loch, connecting towns such as Dumbarton, Helensburgh, and Garelochhead.
E776820 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: A814 road | Statement: [Gare Loch, hasNearbyRoad, A814 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A814 road
Context triple: [Gare Loch, hasNearbyRoad, A814 road]
  • A. A81 road
    The A81 road is a major route in central Scotland that runs between Glasgow and Callander, passing through towns and villages such as Aberfoyle and providing access to the Trossachs area.
  • B. A84 road
    The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
  • C. A821 road
    The A821 road is a scenic route in central Scotland that winds through the Trossachs, connecting villages and lochs within the Loch Lomond and The Trossachs National Park.
  • D. A82 road
    The A82 road is a major Scottish trunk route running from Glasgow to Inverness through the Highlands, including the scenic western shore of Loch Lomond.
  • E. A89 road
    The A89 road is a major route in central Scotland that runs between Glasgow and Newbridge near Edinburgh, serving towns across the Central Belt.
  • 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: A814 road
Triple: [Gare Loch, hasNearbyRoad, A814 road]
Generated description
The A814 road is a scenic route in western Scotland that runs along the shores of the River Clyde and Gare Loch, connecting towns such as Dumbarton, Helensburgh, and Garelochhead.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A814 road
Target entity description: The A814 road is a scenic route in western Scotland that runs along the shores of the River Clyde and Gare Loch, connecting towns such as Dumbarton, Helensburgh, and Garelochhead.
  • A. A81 road
    The A81 road is a major route in central Scotland that runs between Glasgow and Callander, passing through towns and villages such as Aberfoyle and providing access to the Trossachs area.
  • B. A84 road
    The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
  • C. A821 road
    The A821 road is a scenic route in central Scotland that winds through the Trossachs, connecting villages and lochs within the Loch Lomond and The Trossachs National Park.
  • D. A82 road
    The A82 road is a major Scottish trunk route running from Glasgow to Inverness through the Highlands, including the scenic western shore of Loch Lomond.
  • E. A89 road
    The A89 road is a major route in central Scotland that runs between Glasgow and Newbridge near Edinburgh, serving towns across the Central Belt.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05d0c908190a927d1af78e27de0 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69d016a0027c81908d3454447fa461b2 completed April 3, 2026, 7:36 p.m.
NEDg Description generation batch_69d019059e8481909a696575366aa0b6 completed April 3, 2026, 7:46 p.m.
NED2 Entity disambiguation (via description) batch_69d019a2736c8190880c8f3786cf353b completed April 3, 2026, 7:48 p.m.
Created at: March 8, 2026, 3:10 p.m.