Triple

T6218703
Position Surface form Disambiguated ID Type / Status
Subject North Queensland E139055 entity
Predicate contains P35 FINISHED
Object Ayr
Ayr is a rural town in North Queensland, Australia, known for its sugarcane farming and proximity to the Burdekin River.
 E613682 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 | Statement: [North Queensland, contains, Ayr]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ayr
Context triple: [North Queensland, contains, Ayr]
  • A. Ayr
    Ayr is a coastal town in southwest Scotland known for its historic seafront, links to poet Robert Burns, and role as a regional administrative and commercial center.
  • B. Partick
    Partick is a district in the West End of Glasgow, Scotland, known for its residential character, transport links, and proximity to the River Clyde.
  • C. Kilmarnock
    Kilmarnock is a large town in East Ayrshire, Scotland, historically known for its textile and engineering industries and its association with the poet Robert Burns.
  • D. Balerno
    Balerno is a suburban village on the outskirts of Edinburgh, Scotland, known for its scenic setting near the Pentland Hills and its residential character.
  • E. Galashiels
    Galashiels is a town in the Scottish Borders known historically for its textile industry and as a regional commercial and educational 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
Triple: [North Queensland, contains, Ayr]
Generated description
Ayr is a rural town in North Queensland, Australia, known for its sugarcane farming and proximity to the Burdekin River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ayr
Target entity description: Ayr is a rural town in North Queensland, Australia, known for its sugarcane farming and proximity to the Burdekin River.
  • A. Ayr
    Ayr is a coastal town in southwest Scotland known for its historic seafront, links to poet Robert Burns, and role as a regional administrative and commercial center.
  • B. Partick
    Partick is a district in the West End of Glasgow, Scotland, known for its residential character, transport links, and proximity to the River Clyde.
  • C. Kilmarnock
    Kilmarnock is a large town in East Ayrshire, Scotland, historically known for its textile and engineering industries and its association with the poet Robert Burns.
  • D. Balerno
    Balerno is a suburban village on the outskirts of Edinburgh, Scotland, known for its scenic setting near the Pentland Hills and its residential character.
  • E. Galashiels
    Galashiels is a town in the Scottish Borders known historically for its textile industry and as a regional commercial and educational 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062a481908190a1418d9fcfaf8137 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7005e8c2c81909729f7ab3ae0287d completed March 27, 2026, 10:10 p.m.
NEDg Description generation batch_69c7063ab9188190be0cd1eaac3b00be completed March 27, 2026, 10:35 p.m.
NED2 Entity disambiguation (via description) batch_69c70698970c81908bd894882964ccec completed March 27, 2026, 10:37 p.m.
Created at: March 22, 2026, 4:21 p.m.