Triple

T2429400
Position Surface form Disambiguated ID Type / Status
Subject Pilbara region E52806 entity
Predicate hasMajorTown P316 FINISHED
Object Roebourne
Roebourne is a historic town in Western Australia known as one of the oldest settlements in the Pilbara and as a center for local Aboriginal communities and culture.
 E273377 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: Roebourne | Statement: [Pilbara region, hasMajorTown, Roebourne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Roebourne
Context triple: [Pilbara region, hasMajorTown, Roebourne]
  • A. Bamaga
    Bamaga is a remote Indigenous community and service town located near the northern tip of Queensland’s Cape York Peninsula in Australia.
  • B. Broome
    Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
  • C. Mandurah
    Mandurah is a coastal city in Western Australia known for its waterways, beaches, and role as a popular holiday and commuter destination south of Perth.
  • D. Mount Isa
    Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
  • E. Cooktown
    Cooktown is a small coastal town in Far North Queensland, Australia, known as the site of Captain James Cook’s 1770 landing and for its proximity to the Great Barrier Reef and Cape York wilderness.
  • 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: Roebourne
Triple: [Pilbara region, hasMajorTown, Roebourne]
Generated description
Roebourne is a historic town in Western Australia known as one of the oldest settlements in the Pilbara and as a center for local Aboriginal communities and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Roebourne
Target entity description: Roebourne is a historic town in Western Australia known as one of the oldest settlements in the Pilbara and as a center for local Aboriginal communities and culture.
  • A. Bamaga
    Bamaga is a remote Indigenous community and service town located near the northern tip of Queensland’s Cape York Peninsula in Australia.
  • B. Broome
    Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
  • C. Mandurah
    Mandurah is a coastal city in Western Australia known for its waterways, beaches, and role as a popular holiday and commuter destination south of Perth.
  • D. Mount Isa
    Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
  • E. Cooktown
    Cooktown is a small coastal town in Far North Queensland, Australia, known as the site of Captain James Cook’s 1770 landing and for its proximity to the Great Barrier Reef and Cape York wilderness.
  • 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_69af1f7f0738819091d06a7279f45d61 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af228700488190894b179dc0364992 completed March 9, 2026, 7:41 p.m.
NED2 Entity disambiguation (via description) batch_69af22e19c688190a8b69dcfe0dfaea1 completed March 9, 2026, 7:43 p.m.
Created at: March 6, 2026, 9:43 p.m.