Triple

T2530407
Position Surface form Disambiguated ID Type / Status
Subject Broome E56143 entity
Predicate administrativeAreaOf P35059 FINISHED
Object Shire of Broome
The Shire of Broome is a local government area in the Kimberley region of Western Australia that encompasses the town of Broome and surrounding communities.
E56143 NE FINISHED

How this triple was built (5 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: Shire of Broome | Statement: [Broome, administrativeAreaOf, Shire of Broome]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Broome
Context triple: [Broome, administrativeAreaOf, Shire of Broome]
  • A. Junee Shire
    Junee Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the town of Junee and known for its agricultural activities and rail heritage.
  • B. 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.
  • C. Shire of Augusta-Margaret River
    The Shire of Augusta-Margaret River is a local government area in Western Australia known for its coastal landscapes, wineries, and the popular tourist town of Margaret River.
  • D. 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.
  • E. 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.
  • 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: Shire of Broome
Triple: [Broome, administrativeAreaOf, Shire of Broome]
Generated description
The Shire of Broome is a local government area in the Kimberley region of Western Australia that encompasses the town of Broome and surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Broome
Target entity description: The Shire of Broome is a local government area in the Kimberley region of Western Australia that encompasses the town of Broome and surrounding communities.
  • A. Junee Shire
    Junee Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the town of Junee and known for its agricultural activities and rail heritage.
  • B. 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.
  • C. Shire of Augusta-Margaret River
    The Shire of Augusta-Margaret River is a local government area in Western Australia known for its coastal landscapes, wineries, and the popular tourist town of Margaret River.
  • D. Broome chosen
    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.
  • E. 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.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: administrativeAreaOf
Context triple: [Broome, administrativeAreaOf, Shire of Broome]
  • A. administrativeDistrictOf
    Indicates that one entity serves as the administrative district or jurisdictional area governing or encompassing another entity.
  • B. administrativeTerritorialEntityOf chosen
    Indicates that one entity serves as the administrative territorial unit or jurisdiction to which another entity belongs or is governed by.
  • C. hasAdministrativeArea
    Indicates that one entity serves as the governing or jurisdictional area responsible for administering another entity.
  • D. arealRegion
    Indicates that something occupies or pertains to a specific two-dimensional geographic or spatial area.
  • E. hasAdministrativeCenter
    Indicates that an administrative unit (such as a region, district, or municipality) has a specific place designated as its main governing or administrative center.
  • F. None of above.

Provenance (6 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_69ab4a48e4f081908f1218d244608659 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd276930c8190bd46b52e06b7098e completed March 7, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2bb6bb608190845706f1a675ad1c completed March 9, 2026, 8:21 p.m.
NEDg Description generation batch_69af51dee3508190a0d1608a7d905742 completed March 9, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69af52a97d008190b55491fa557eb729 completed March 9, 2026, 11:07 p.m.
PD Predicate disambiguation batch_69abd0c2e34c8190a914d5c2afba147c completed March 7, 2026, 7:16 a.m.
Created at: March 6, 2026, 9:46 p.m.