Triple

T9195698
Position Surface form Disambiguated ID Type / Status
Subject South Ayrshire E220700 entity
Predicate containsAttraction P5121 FINISHED
Object Heads of Ayr
Heads of Ayr is a coastal area in South Ayrshire, Scotland, known for its scenic shoreline and family-oriented attractions such as adventure and farm parks.
E783683 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: Heads of Ayr | Statement: [South Ayrshire, containsAttraction, Heads of Ayr]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heads of Ayr
Context triple: [South Ayrshire, containsAttraction, Heads of Ayr]
  • A. Kirk of Calder
    Kirk of Calder is a historic parish church in Mid Calder, Scotland, noted for its medieval origins and architectural significance.
  • B. High Kirk of Glasgow
    The High Kirk of Glasgow is a medieval Scottish cathedral renowned for its Gothic architecture and status as one of the few mainland Scottish churches to have survived the Reformation intact.
  • C. town of Ayr
    The town of Ayr is a coastal settlement in South Ayrshire, Scotland, known for its historic seafront, golf courses, and role as a regional commercial and administrative center.
  • D. High Kirk of Edinburgh
    The High Kirk of Edinburgh is the historic Church of Scotland parish church on the Royal Mile, better known as St Giles’ Cathedral and long associated with Scottish Reformation history and national ceremonies.
  • E. Campbell Craig
    Campbell Craig is a historian and scholar known for his work on international relations, nuclear strategy, and the Cold War.
  • 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: Heads of Ayr
Triple: [South Ayrshire, containsAttraction, Heads of Ayr]
Generated description
Heads of Ayr is a coastal area in South Ayrshire, Scotland, known for its scenic shoreline and family-oriented attractions such as adventure and farm parks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heads of Ayr
Target entity description: Heads of Ayr is a coastal area in South Ayrshire, Scotland, known for its scenic shoreline and family-oriented attractions such as adventure and farm parks.
  • A. Kirk of Calder
    Kirk of Calder is a historic parish church in Mid Calder, Scotland, noted for its medieval origins and architectural significance.
  • B. High Kirk of Glasgow
    The High Kirk of Glasgow is a medieval Scottish cathedral renowned for its Gothic architecture and status as one of the few mainland Scottish churches to have survived the Reformation intact.
  • C. town of Ayr
    The town of Ayr is a coastal settlement in South Ayrshire, Scotland, known for its historic seafront, golf courses, and role as a regional commercial and administrative center.
  • D. High Kirk of Edinburgh
    The High Kirk of Edinburgh is the historic Church of Scotland parish church on the Royal Mile, better known as St Giles’ Cathedral and long associated with Scottish Reformation history and national ceremonies.
  • E. Campbell Craig
    Campbell Craig is a historian and scholar known for his work on international relations, nuclear strategy, and the Cold War.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd87c3a3c8190b60f19873ef6e1f8 completed April 1, 2026, 8:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c36d7208190a593923bad3d18e7 completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05cb45280819096747ff8f7d5c2a0 completed April 4, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69d05d5d29f4819081c28b24cb2058b0 completed April 4, 2026, 12:37 a.m.
Created at: March 30, 2026, 7:25 p.m.