Triple

T6211604
Position Surface form Disambiguated ID Type / Status
Subject Stirling council area E138882 entity
Predicate contains P35 FINISHED
Object Gargunnock
Gargunnock is a small rural village in central Scotland, situated west of Stirling at the foot of the Gargunnock Hills.
 E628274 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: Gargunnock | Statement: [Stirling council area, contains, Gargunnock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gargunnock
Context triple: [Stirling council area, contains, Gargunnock]
  • A. Inveraray
    Inveraray is a historic town on the shores of Loch Fyne in western Scotland, noted for Inveraray Castle and its role as the traditional seat of the Dukes of Argyll.
  • B. Balloch
    Balloch is a small Scottish village at the southern tip of Loch Lomond, known as a popular gateway to the national park and surrounding lochside scenery.
  • C. Wanlockhead
    Wanlockhead is a historic former lead-mining village in Dumfries and Galloway, Scotland, known as one of the highest villages in the country and a gateway to the surrounding Lowther Hills.
  • D. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • E. Gourock
    Gourock is a coastal town and ferry port on the Firth of Clyde in Inverclyde, western Scotland.
  • 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: Gargunnock
Triple: [Stirling council area, contains, Gargunnock]
Generated description
Gargunnock is a small rural village in central Scotland, situated west of Stirling at the foot of the Gargunnock Hills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gargunnock
Target entity description: Gargunnock is a small rural village in central Scotland, situated west of Stirling at the foot of the Gargunnock Hills.
  • A. Inveraray
    Inveraray is a historic town on the shores of Loch Fyne in western Scotland, noted for Inveraray Castle and its role as the traditional seat of the Dukes of Argyll.
  • B. Balloch
    Balloch is a small Scottish village at the southern tip of Loch Lomond, known as a popular gateway to the national park and surrounding lochside scenery.
  • C. Wanlockhead
    Wanlockhead is a historic former lead-mining village in Dumfries and Galloway, Scotland, known as one of the highest villages in the country and a gateway to the surrounding Lowther Hills.
  • D. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • E. Gourock
    Gourock is a coastal town and ferry port on the Firth of Clyde in Inverclyde, western Scotland.
  • 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_69c008ada364819096c9e92c74d639b5 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0628adccc8190b94f5c2c1d5d03f7 completed March 22, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c750fd986c819099dcf429008e8cdf completed March 28, 2026, 3:54 a.m.
NEDg Description generation batch_69c751cf1ad081909052e68b8eb96889 completed March 28, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69c7524fd1988190b82ed3a6c5f338a5 completed March 28, 2026, 4 a.m.
Created at: March 22, 2026, 4:21 p.m.