Triple

T6342567
Position Surface form Disambiguated ID Type / Status
Subject Ayr Town Hall E142663 entity
Predicate locatedNear P294 FINISHED
Object Ayr seafront
Ayr seafront is a coastal promenade in the Scottish town of Ayr, known for its sandy beach, sea views, and leisure attractions along the Firth of Clyde.
E589550 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: Ayr seafront | Statement: [Ayr Town Hall, locatedNear, Ayr seafront]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayr seafront
Context triple: [Ayr Town Hall, locatedNear, Ayr seafront]
  • A. Cramond promenade
    Cramond promenade is a scenic coastal walkway in the Cramond area of Edinburgh, offering views over the Firth of Forth and access to Cramond Island.
  • B. Leith
    Leith is a historic port district of Edinburgh, Scotland, known for its maritime heritage and revitalized waterfront.
  • C. Cramond
    Cramond is a historic village and suburb in the north-west of Edinburgh, Scotland, situated at the mouth of the River Almond on the Firth of Forth.
  • D. Cramond Beach
    Cramond Beach is a sandy shoreline on the Firth of Forth near Edinburgh, Scotland, popular for coastal walks and views of nearby Cramond Island.
  • E. Leith Links park
    Leith Links park is a historic public green space in the Leith area of Edinburgh, known for its open playing fields, walking paths, and role as a community recreation hub.
  • 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: Ayr seafront
Triple: [Ayr Town Hall, locatedNear, Ayr seafront]
Generated description
Ayr seafront is a coastal promenade in the Scottish town of Ayr, known for its sandy beach, sea views, and leisure attractions along the Firth of Clyde.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayr seafront
Target entity description: Ayr seafront is a coastal promenade in the Scottish town of Ayr, known for its sandy beach, sea views, and leisure attractions along the Firth of Clyde.
  • A. Cramond promenade
    Cramond promenade is a scenic coastal walkway in the Cramond area of Edinburgh, offering views over the Firth of Forth and access to Cramond Island.
  • B. Leith
    Leith is a historic port district of Edinburgh, Scotland, known for its maritime heritage and revitalized waterfront.
  • C. Cramond
    Cramond is a historic village and suburb in the north-west of Edinburgh, Scotland, situated at the mouth of the River Almond on the Firth of Forth.
  • D. Cramond Beach
    Cramond Beach is a sandy shoreline on the Firth of Forth near Edinburgh, Scotland, popular for coastal walks and views of nearby Cramond Island.
  • E. Leith Links park
    Leith Links park is a historic public green space in the Leith area of Edinburgh, known for its open playing fields, walking paths, and role as a community recreation hub.
  • 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_69c008d5ab108190b346c465696824a9 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06745b3d88190bcabc2bf5d75555d completed March 22, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c63864d6b48190af090c1ba1487e9b completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c638ef64548190a618b79b54968f93 completed March 27, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69c639f9916c8190a1a9f0284198aebd completed March 27, 2026, 8:04 a.m.
Created at: March 22, 2026, 4:30 p.m.