Triple

T12522290
Position Surface form Disambiguated ID Type / Status
Subject Wheatbelt region E299347 entity
Predicate hasTown P847 FINISHED
Object Brookton
Brookton is a small rural town in Western Australia's Wheatbelt region, known for its grain farming and agricultural services.
 E986575 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: Brookton | Statement: [Wheatbelt region, hasTown, Brookton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brookton
Context triple: [Wheatbelt region, hasTown, Brookton]
  • A. Buellton
    Buellton is a small city in California’s Santa Ynez Valley known for its wineries, roadside attractions, and role as a gateway to the Santa Barbara wine country.
  • B. Binbrook
    Binbrook is a small rural village in Lincolnshire, England, known historically for its agricultural setting and former RAF airfield.
  • C. Bilbrook
    Bilbrook is a village in Staffordshire, England, known as the place where geneticist Reginald Punnett died.
  • D. Bishopton
    Bishopton is a village in western Scotland known for its rural character and proximity to the River Clyde and the city of Glasgow.
  • E. Emmbrook
    Emmbrook is a suburban area and ward of Wokingham in Berkshire, England, known primarily as a residential community with local schools and amenities.
  • 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: Brookton
Triple: [Wheatbelt region, hasTown, Brookton]
Generated description
Brookton is a small rural town in Western Australia's Wheatbelt region, known for its grain farming and agricultural services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brookton
Target entity description: Brookton is a small rural town in Western Australia's Wheatbelt region, known for its grain farming and agricultural services.
  • A. Buellton
    Buellton is a small city in California’s Santa Ynez Valley known for its wineries, roadside attractions, and role as a gateway to the Santa Barbara wine country.
  • B. Binbrook
    Binbrook is a small rural village in Lincolnshire, England, known historically for its agricultural setting and former RAF airfield.
  • C. Bilbrook
    Bilbrook is a village in Staffordshire, England, known as the place where geneticist Reginald Punnett died.
  • D. Bishopton
    Bishopton is a village in western Scotland known for its rural character and proximity to the River Clyde and the city of Glasgow.
  • E. Emmbrook
    Emmbrook is a suburban area and ward of Wokingham in Berkshire, England, known primarily as a residential community with local schools and amenities.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545b2b2481909049a490c97678f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc159c88190835fea5c0d9ee799 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64def9a6081908c3048f948829051 completed May 2, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69f64ea1719c8190b91ffaab60db25ad completed May 2, 2026, 7:21 p.m.
Created at: April 8, 2026, 9:57 p.m.