Triple

T14381496
Position Surface form Disambiguated ID Type / Status
Subject Wallangarra E356612 entity
Predicate nearbyTown P3883 FINISHED
Object Stanthorpe
Stanthorpe is a rural town in Queensland, Australia, known for its cool climate, wineries, and fruit-growing in the Granite Belt region.
 E1096147 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: Stanthorpe | Statement: [Wallangarra, nearbyTown, Stanthorpe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stanthorpe
Context triple: [Wallangarra, nearbyTown, Stanthorpe]
  • A. Goondiwindi
    Goondiwindi is a rural town in southwestern Queensland, Australia, known as an agricultural and transport hub near the New South Wales border.
  • B. Gunnedah
    Gunnedah is a regional town in north-western New South Wales, Australia, known for its rich agricultural production and coal mining industry.
  • C. Kempsey
    Kempsey is a town in New South Wales, Australia, situated on the Macleay River and serving as a regional centre on the state’s Mid North Coast.
  • D. Kempsey
    Kempsey is a village and civil parish in Worcestershire, England, situated just south of Worcester near the River Severn.
  • E. Cooroy
    Cooroy is a small rural town in Queensland, Australia, known as a gateway to the Noosa hinterland with a mix of historic charm and surrounding farmland and forest.
  • 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: Stanthorpe
Triple: [Wallangarra, nearbyTown, Stanthorpe]
Generated description
Stanthorpe is a rural town in Queensland, Australia, known for its cool climate, wineries, and fruit-growing in the Granite Belt region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stanthorpe
Target entity description: Stanthorpe is a rural town in Queensland, Australia, known for its cool climate, wineries, and fruit-growing in the Granite Belt region.
  • A. Goondiwindi
    Goondiwindi is a rural town in southwestern Queensland, Australia, known as an agricultural and transport hub near the New South Wales border.
  • B. Gunnedah
    Gunnedah is a regional town in north-western New South Wales, Australia, known for its rich agricultural production and coal mining industry.
  • C. Kempsey
    Kempsey is a town in New South Wales, Australia, situated on the Macleay River and serving as a regional centre on the state’s Mid North Coast.
  • D. Kempsey
    Kempsey is a village and civil parish in Worcestershire, England, situated just south of Worcester near the River Severn.
  • E. Cooroy
    Cooroy is a small rural town in Queensland, Australia, known as a gateway to the Noosa hinterland with a mix of historic charm and surrounding farmland and forest.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de900bbfb08190a1e56f281a2374c0 completed April 14, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c590660819090652e75418f2747 completed May 8, 2026, 2:37 a.m.
NEDg Description generation batch_69fd4e4bae188190a8d1c5b833d58cd8 completed May 8, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd4f5782b4819081d32dbef032ac61 completed May 8, 2026, 2:49 a.m.
Created at: April 10, 2026, 1:16 a.m.