Triple

T7480870
Position Surface form Disambiguated ID Type / Status
Subject East Ayrshire E176752 entity
Predicate containsSettlement P847 FINISHED
Object Hurlford
Hurlford is a village in East Ayrshire, Scotland, situated near Kilmarnock and historically associated with coal mining and heavy industry.
 E666685 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: Hurlford | Statement: [East Ayrshire, containsSettlement, Hurlford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hurlford
Context triple: [East Ayrshire, containsSettlement, Hurlford]
  • A. Helburn
    Helburn is a surname most notably associated with Theresa Helburn, an influential American theatrical producer and co-founder of the Theatre Guild.
  • B. Helensville
    Helensville is a rural town and former parliamentary electorate in the Auckland Region of New Zealand.
  • C. Morrinsville
    Morrinsville is a rural service town in New Zealand known for its dairy farming industry and location near Hamilton on the North Island.
  • D. Welburn
    Welburn is a small village located within the Ryedale district of North Yorkshire, England.
  • E. Reefton
    Reefton is a historic New Zealand mining town on the West Coast of the South Island, known for being one of the first places in the Southern Hemisphere to have a public electricity supply.
  • 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: Hurlford
Triple: [East Ayrshire, containsSettlement, Hurlford]
Generated description
Hurlford is a village in East Ayrshire, Scotland, situated near Kilmarnock and historically associated with coal mining and heavy industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hurlford
Target entity description: Hurlford is a village in East Ayrshire, Scotland, situated near Kilmarnock and historically associated with coal mining and heavy industry.
  • A. Helburn
    Helburn is a surname most notably associated with Theresa Helburn, an influential American theatrical producer and co-founder of the Theatre Guild.
  • B. Helensville
    Helensville is a rural town and former parliamentary electorate in the Auckland Region of New Zealand.
  • C. Morrinsville
    Morrinsville is a rural service town in New Zealand known for its dairy farming industry and location near Hamilton on the North Island.
  • D. Welburn
    Welburn is a small village located within the Ryedale district of North Yorkshire, England.
  • E. Reefton
    Reefton is a historic New Zealand mining town on the West Coast of the South Island, known for being one of the first places in the Southern Hemisphere to have a public electricity supply.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f534aa388190b3bb3e16be3a54c8 completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83493f0988190b8c569d34bbe2817 completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c835cf7a58819095ed79b84f935a84 completed March 28, 2026, 8:10 p.m.
NED2 Entity disambiguation (via description) batch_69c8366b2fcc8190bd8b07a54a848721 completed March 28, 2026, 8:13 p.m.
Created at: March 27, 2026, 3:42 p.m.