Triple

T2429401
Position Surface form Disambiguated ID Type / Status
Subject Pilbara region E52806 entity
Predicate hasMajorTown P316 FINISHED
Object Paraburdoo
Paraburdoo is a remote mining town in Western Australia known for its iron ore operations and role in supporting the Pilbara region’s resources industry.
E264827 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: Paraburdoo | Statement: [Pilbara region, hasMajorTown, Paraburdoo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paraburdoo
Context triple: [Pilbara region, hasMajorTown, Paraburdoo]
  • A. Murrurundi
    Murrurundi is a small rural town in New South Wales, Australia, known for its scenic setting in the Upper Hunter region and its historic buildings.
  • B. Yerrabi
    Yerrabi is an electoral district of the Australian Capital Territory Legislative Assembly covering parts of Canberra’s northern suburbs.
  • C. Merimbula
    Merimbula is a coastal town in New South Wales, Australia, known for its beaches, lakes, and role as a popular holiday destination on the Sapphire Coast.
  • D. Yamba
    Yamba is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and laid-back holiday atmosphere.
  • E. Molong
    Molong is a small rural town in New South Wales, Australia, known for its agricultural surroundings and historic country charm.
  • 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: Paraburdoo
Triple: [Pilbara region, hasMajorTown, Paraburdoo]
Generated description
Paraburdoo is a remote mining town in Western Australia known for its iron ore operations and role in supporting the Pilbara region’s resources industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paraburdoo
Target entity description: Paraburdoo is a remote mining town in Western Australia known for its iron ore operations and role in supporting the Pilbara region’s resources industry.
  • A. Murrurundi
    Murrurundi is a small rural town in New South Wales, Australia, known for its scenic setting in the Upper Hunter region and its historic buildings.
  • B. Yerrabi
    Yerrabi is an electoral district of the Australian Capital Territory Legislative Assembly covering parts of Canberra’s northern suburbs.
  • C. Merimbula
    Merimbula is a coastal town in New South Wales, Australia, known for its beaches, lakes, and role as a popular holiday destination on the Sapphire Coast.
  • D. Yamba
    Yamba is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and laid-back holiday atmosphere.
  • E. Molong
    Molong is a small rural town in New South Wales, Australia, known for its agricultural surroundings and historic country charm.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc99e1b548190aca9a0ba72a9b0f7 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6634a48190af82eab6b9750323 completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec2a3f4708190a6c51f28833174e3 completed March 9, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_69aec3626a7081908f1ccef98e9b96be completed March 9, 2026, 12:56 p.m.
Created at: March 6, 2026, 9:43 p.m.