Triple

T4173670
Position Surface form Disambiguated ID Type / Status
Subject Argyll and Bute E86423 entity
Predicate hasTransportLink P1298 FINISHED
Object A83 road
The A83 road is a major trunk route in western Scotland that connects the central belt to Argyll and the Kintyre peninsula, running through remote Highland landscapes and coastal communities.
E940086 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: A83 road | Statement: [Argyll and Bute, hasTransportLink, A83 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A83 road
Context triple: [Argyll and Bute, hasTransportLink, A83 road]
  • A. 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.
  • B. A86 road
    The A86 road is a major trunk route in the Scottish Highlands that connects Spean Bridge to Kingussie, running through scenic areas such as Loch Laggan and providing an important east–west link between the Great Glen and the A9 corridor.
  • C. A830 road
    The A830 road, often called the "Road to the Isles," is a scenic route in the Scottish Highlands linking Fort William to the port town of Mallaig.
  • D. 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.
  • E. 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.
  • 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: A83 road
Triple: [Argyll and Bute, hasTransportLink, A83 road]
Generated description
The A83 road is a major trunk route in western Scotland that connects the central belt to Argyll and the Kintyre peninsula, running through remote Highland landscapes and coastal communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A83 road
Target entity description: The A83 road is a major trunk route in western Scotland that connects the central belt to Argyll and the Kintyre peninsula, running through remote Highland landscapes and coastal communities.
  • A. 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.
  • B. A86 road
    The A86 road is a major trunk route in the Scottish Highlands that connects Spean Bridge to Kingussie, running through scenic areas such as Loch Laggan and providing an important east–west link between the Great Glen and the A9 corridor.
  • C. A830 road
    The A830 road, often called the "Road to the Isles," is a scenic route in the Scottish Highlands linking Fort William to the port town of Mallaig.
  • D. 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.
  • E. 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.
  • 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_69aed93de98c8190ad838ce507b77c8a completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02e7d30081909774a3e2a2132d6a completed March 9, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69ef1243b14081909d07ab0ebb32cc68 completed April 27, 2026, 7:37 a.m.
NEDg Description generation batch_69ef354b3b3c8190b1c91dbf9c705a7d completed April 27, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69ef5170ce9881908f2ecf3d5ada809a completed April 27, 2026, 12:07 p.m.
Created at: March 9, 2026, 3:45 p.m.