Triple

T15758516
Position Surface form Disambiguated ID Type / Status
Subject Lochmaben Castle E382031 entity
Predicate locatedNear P294 FINISHED
Object Lochmaben
Lochmaben is a small town in Dumfries and Galloway, Scotland, known for its historic connections to Lochmaben Castle and its surrounding lochs.
E1182802 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: Lochmaben | Statement: [Lochmaben Castle, locatedNear, Lochmaben]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lochmaben
Context triple: [Lochmaben Castle, locatedNear, Lochmaben]
  • A. Lochbay
    Lochbay is a small coastal settlement on the Waternish peninsula of the Isle of Skye in Scotland, known for its scenic views over Loch Bay and traditional crofting landscape.
  • B. Kinlochleven
    Kinlochleven is a village in the Scottish Highlands known for its dramatic mountain scenery, outdoor activities, and position along the West Highland Way.
  • C. Lochailort
    Lochailort is a small settlement in the West Highlands of Scotland, situated on the scenic route between Fort William and Mallaig and known as a gateway to the surrounding lochs and rugged coastal landscape.
  • D. Lochinver
    Lochinver is a small coastal village and fishing port in the Assynt area of Sutherland in the Scottish Highlands, known for its scenic bay and surrounding rugged landscapes.
  • E. Loch of Sabiston
    Loch of Sabiston is a shallow freshwater loch on the Orkney Mainland in Scotland, known for its birdlife and surrounding agricultural landscape.
  • 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: Lochmaben
Triple: [Lochmaben Castle, locatedNear, Lochmaben]
Generated description
Lochmaben is a small town in Dumfries and Galloway, Scotland, known for its historic connections to Lochmaben Castle and its surrounding lochs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lochmaben
Target entity description: Lochmaben is a small town in Dumfries and Galloway, Scotland, known for its historic connections to Lochmaben Castle and its surrounding lochs.
  • A. Lochbay
    Lochbay is a small coastal settlement on the Waternish peninsula of the Isle of Skye in Scotland, known for its scenic views over Loch Bay and traditional crofting landscape.
  • B. Kinlochleven
    Kinlochleven is a village in the Scottish Highlands known for its dramatic mountain scenery, outdoor activities, and position along the West Highland Way.
  • C. Lochailort
    Lochailort is a small settlement in the West Highlands of Scotland, situated on the scenic route between Fort William and Mallaig and known as a gateway to the surrounding lochs and rugged coastal landscape.
  • D. Lochinver
    Lochinver is a small coastal village and fishing port in the Assynt area of Sutherland in the Scottish Highlands, known for its scenic bay and surrounding rugged landscapes.
  • E. Loch of Sabiston
    Loch of Sabiston is a shallow freshwater loch on the Orkney Mainland in Scotland, known for its birdlife and surrounding agricultural landscape.
  • 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e050b35ea48190a758ee76a57b5451 completed April 16, 2026, 3 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffb03539c081908b5df46bb810b949 completed May 9, 2026, 10:07 p.m.
NEDg Description generation batch_69ffb13fdb6c819091c3ee5c1f199031 completed May 9, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffb208aef881909b3a00e0015c27df completed May 9, 2026, 10:15 p.m.
Created at: April 10, 2026, 4:47 a.m.