Triple

T12142035
Position Surface form Disambiguated ID Type / Status
Subject Dumfries and Galloway E289207 entity
Predicate contains P35 FINISHED
Object Langholm
Langholm is a small town in southern Scotland known for its scenic setting in the Esk Valley and its historical links to the textile industry and the Armstrong clan.
 E304724 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: Langholm | Statement: [Dumfries and Galloway, contains, Langholm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Langholm
Context triple: [Dumfries and Galloway, contains, Langholm]
  • A. Langholm
    Langholm is a small town in the Scottish Borders known historically for its textile industry and scenic position in the valley of the River Esk.
  • B. Sherramuir
    Sherramuir is a historic battlefield site in Scotland, best known as the location of the 1715 Jacobite rising clash between government and Jacobite forces.
  • C. Auchtertool
    Auchtertool is a small rural village in Fife, Scotland, known for its historic church and scenic agricultural surroundings.
  • D. Kinglassie
    Kinglassie is a small village in Fife, Scotland, known historically for its coal mining heritage and rural character.
  • E. Hyndland
    Hyndland is an affluent residential district in Glasgow known for its historic tenement buildings, leafy streets, and vibrant local amenities.
  • 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: Langholm
Triple: [Dumfries and Galloway, contains, Langholm]
Generated description
Langholm is a small town in southern Scotland known for its scenic setting in the Esk Valley and its historical links to the textile industry and the Armstrong clan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Langholm
Target entity description: Langholm is a small town in southern Scotland known for its scenic setting in the Esk Valley and its historical links to the textile industry and the Armstrong clan.
  • A. Langholm chosen
    Langholm is a small town in the Scottish Borders known historically for its textile industry and scenic position in the valley of the River Esk.
  • B. Sherramuir
    Sherramuir is a historic battlefield site in Scotland, best known as the location of the 1715 Jacobite rising clash between government and Jacobite forces.
  • C. Auchtertool
    Auchtertool is a small rural village in Fife, Scotland, known for its historic church and scenic agricultural surroundings.
  • D. Kinglassie
    Kinglassie is a small village in Fife, Scotland, known historically for its coal mining heritage and rural character.
  • E. Hyndland
    Hyndland is an affluent residential district in Glasgow known for its historic tenement buildings, leafy streets, and vibrant local amenities.
  • F. None of above.

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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915a9838081909622cc14df2a2582 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f692ee048190ab42c92296fd28fb completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7385881909ddb86a1d39ff5d4 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ebaa448190ba59485d9d7d68d1 completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:49 p.m.