Triple

T556977
Position Surface form Disambiguated ID Type / Status
Subject Division of Riverina E11962 entity
Predicate includesTown P847 FINISHED
Object Hillston
Hillston is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural production and location on the banks of the Lachlan River.
 E78237 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: Hillston | Statement: [Division of Riverina, includesTown, Hillston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hillston
Context triple: [Division of Riverina, includesTown, Hillston]
  • A. Cookson Hills
    Cookson Hills is a rugged, heavily wooded highland region in eastern Oklahoma known for its rolling hills, deep valleys, and historical association with Cherokee Nation territory.
  • B. Helensvale
    Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
  • C. Heathcote
    Heathcote is an unincorporated community located within South Brunswick Township in Middlesex County, New Jersey.
  • D. Milnerton
    Milnerton is a coastal suburb of Cape Town in South Africa, known for its beaches, lagoon, and views across Table Bay toward Table Mountain.
  • E. Coleambally
    Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
  • 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: Hillston
Triple: [Division of Riverina, includesTown, Hillston]
Generated description
Hillston is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural production and location on the banks of the Lachlan River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hillston
Target entity description: Hillston is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural production and location on the banks of the Lachlan River.
  • A. Cookson Hills
    Cookson Hills is a rugged, heavily wooded highland region in eastern Oklahoma known for its rolling hills, deep valleys, and historical association with Cherokee Nation territory.
  • B. Helensvale
    Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
  • C. Heathcote
    Heathcote is an unincorporated community located within South Brunswick Township in Middlesex County, New Jersey.
  • D. Milnerton
    Milnerton is a coastal suburb of Cape Town in South Africa, known for its beaches, lagoon, and views across Table Bay toward Table Mountain.
  • E. Coleambally
    Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d28af148190acad3cfb809ff2f2 completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a566fce9808190931b7c88b5c5686f completed March 2, 2026, 10:31 a.m.
NEDg Description generation batch_69a5678d8e1881908da2b274f6bac0b9 completed March 2, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69a56808933c81909611d0aa11126ec6 completed March 2, 2026, 10:35 a.m.
Created at: March 1, 2026, 7:32 p.m.