Triple

T3415411
Position Surface form Disambiguated ID Type / Status
Subject Kelso Abbey E71995 entity
Predicate nearbySettlement P350 FINISHED
Object Kelso town centre
Kelso town centre is the historic commercial and social heart of the Scottish Borders town of Kelso, known for its cobbled square, traditional shops, and proximity to Kelso Abbey and the River Tweed.
E355677 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: Kelso town centre | Statement: [Kelso Abbey, nearbySettlement, Kelso town centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kelso town centre
Context triple: [Kelso Abbey, nearbySettlement, Kelso town centre]
  • A. Chryston
    Chryston is a village in Scotland situated within the council area of North Lanarkshire, near the northeastern outskirts of Glasgow.
  • B. Cardenden
    Cardenden is a village in Fife, Scotland, known primarily as a former mining community with a railway station on the local commuter network.
  • C. Mauchline
    Mauchline is a village in East Ayrshire, Scotland, best known for its close association with the poet Robert Burns, who lived and wrote there.
  • D. Shotts
    Shotts is a small town in central Scotland known historically for its coal mining and industrial heritage.
  • E. Tillicoultry
    Tillicoultry is a small town in central Scotland, situated at the foot of the Ochil Hills and historically known for its textile and woollen industries.
  • 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: Kelso town centre
Triple: [Kelso Abbey, nearbySettlement, Kelso town centre]
Generated description
Kelso town centre is the historic commercial and social heart of the Scottish Borders town of Kelso, known for its cobbled square, traditional shops, and proximity to Kelso Abbey and the River Tweed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kelso town centre
Target entity description: Kelso town centre is the historic commercial and social heart of the Scottish Borders town of Kelso, known for its cobbled square, traditional shops, and proximity to Kelso Abbey and the River Tweed.
  • A. Chryston
    Chryston is a village in Scotland situated within the council area of North Lanarkshire, near the northeastern outskirts of Glasgow.
  • B. Cardenden
    Cardenden is a village in Fife, Scotland, known primarily as a former mining community with a railway station on the local commuter network.
  • C. Mauchline
    Mauchline is a village in East Ayrshire, Scotland, best known for its close association with the poet Robert Burns, who lived and wrote there.
  • D. Shotts
    Shotts is a small town in central Scotland known historically for its coal mining and industrial heritage.
  • E. Tillicoultry
    Tillicoultry is a small town in central Scotland, situated at the foot of the Ochil Hills and historically known for its textile and woollen industries.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb929b8ec8190aef431ec8ea2cf80 completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34be16dd48190a51f4e13a6a13a4f completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4972008190af3b84f26b4a3629 completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc6c3f88190ba1a08243232df05 completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:15 p.m.