Triple

T15308113
Position Surface form Disambiguated ID Type / Status
Subject Cabonne Shire E365955 entity
Predicate hasLocality P7943 FINISHED
Object Cumnock
Cumnock is a small rural village in the Central West region of New South Wales, Australia, known for its agricultural community and country lifestyle.
 E1172884 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: Cumnock | Statement: [Cabonne Shire, hasLocality, Cumnock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cumnock
Context triple: [Cabonne Shire, hasLocality, Cumnock]
  • A. Cumnock
    Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
  • B. New Cumnock
    New Cumnock is a small former mining town in East Ayrshire, Scotland, situated in a rural area of the Southern Uplands.
  • C. Kilwinning
    Kilwinning is a historic Scottish town in North Ayrshire, noted for its medieval abbey and strong connections to early Freemasonry.
  • D. Dumfries
    Dumfries is a historic market town in southwest Scotland, serving as a regional hub for education, commerce, and culture in Dumfries and Galloway.
  • E. Dumfries
    Dumfries is a small historic town in Prince William County, Virginia, considered one of the oldest continuously chartered towns in the United States.
  • 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: Cumnock
Triple: [Cabonne Shire, hasLocality, Cumnock]
Generated description
Cumnock is a small rural village in the Central West region of New South Wales, Australia, known for its agricultural community and country lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cumnock
Target entity description: Cumnock is a small rural village in the Central West region of New South Wales, Australia, known for its agricultural community and country lifestyle.
  • A. Cumnock
    Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
  • B. New Cumnock
    New Cumnock is a small former mining town in East Ayrshire, Scotland, situated in a rural area of the Southern Uplands.
  • C. Kilwinning
    Kilwinning is a historic Scottish town in North Ayrshire, noted for its medieval abbey and strong connections to early Freemasonry.
  • D. Dumfries
    Dumfries is a small historic town in Prince William County, Virginia, considered one of the oldest continuously chartered towns in the United States.
  • E. Dumfries
    Dumfries is a historic market town in southwest Scotland, serving as a regional hub for education, commerce, and culture in Dumfries and Galloway.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03cd001b48190bbdd69337efdb907 completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff755e0f2c819088293d8a55d7883a completed May 9, 2026, 5:56 p.m.
NEDg Description generation batch_69ff762c0c548190a80392e1e83f68cc completed May 9, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ff76fbcd188190b431bf277304aeea completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 3:16 a.m.