Triple

T8867900
Position Surface form Disambiguated ID Type / Status
Subject North Ayrshire E211064 entity
Predicate includesTown P847 FINISHED
Object Beith
Beith is a small town in North Ayrshire, Scotland, historically known for its furniture-making industry and rural surroundings.
 E763327 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: Beith | Statement: [North Ayrshire, includesTown, Beith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beith
Context triple: [North Ayrshire, includesTown, Beith]
  • A. Blaina
    Blaina is a small former coal-mining town in the county borough of Blaenau Gwent in South Wales.
  • B. Mallaig
    Mallaig is a small fishing port and ferry terminal on the west coast of the Scottish Highlands, serving as a key gateway to the Inner Hebrides.
  • C. St. Davids
    St. Davids is a suburban community in Pennsylvania’s Main Line area, known for its residential character and commuter access to Philadelphia.
  • D. Tarfside
    Tarfside is a small rural village in Glen Esk in the Angus region of Scotland, known for its scenic Highland landscape and outdoor recreation opportunities.
  • E. Emneth
    Emneth is a rural village and civil parish in Norfolk, England, situated near the Cambridgeshire border in the Fens.
  • 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: Beith
Triple: [North Ayrshire, includesTown, Beith]
Generated description
Beith is a small town in North Ayrshire, Scotland, historically known for its furniture-making industry and rural surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beith
Target entity description: Beith is a small town in North Ayrshire, Scotland, historically known for its furniture-making industry and rural surroundings.
  • A. Blaina
    Blaina is a small former coal-mining town in the county borough of Blaenau Gwent in South Wales.
  • B. Mallaig
    Mallaig is a small fishing port and ferry terminal on the west coast of the Scottish Highlands, serving as a key gateway to the Inner Hebrides.
  • C. St. Davids
    St. Davids is a suburban community in Pennsylvania’s Main Line area, known for its residential character and commuter access to Philadelphia.
  • D. Tarfside
    Tarfside is a small rural village in Glen Esk in the Angus region of Scotland, known for its scenic Highland landscape and outdoor recreation opportunities.
  • E. Emneth
    Emneth is a rural village and civil parish in Norfolk, England, situated near the Cambridgeshire border in the Fens.
  • 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_69ca838d3c7c8190a849566d5afd2b11 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc61241d048190aead14a8f5589856 completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa0dafdf48190abc1fe1a8397e339 completed April 3, 2026, 11:13 a.m.
NEDg Description generation batch_69cfa191d7d0819085a6b9bf7fa56067 completed April 3, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69cfa28b1d1c8190ab4a10ba8fa7259d completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:51 p.m.