Triple

T15769285
Position Surface form Disambiguated ID Type / Status
Subject Gumatj Corporation E382307 entity
Predicate locatedIn P40 FINISHED
Object Nhulunbuy region
The Nhulunbuy region is a remote area in northeast Arnhem Land, Northern Territory, known for its strong Yolngu Aboriginal communities, bauxite mining, and coastal landscapes.
E869064 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: Nhulunbuy region | Statement: [Gumatj Corporation, locatedIn, Nhulunbuy region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nhulunbuy region
Context triple: [Gumatj Corporation, locatedIn, Nhulunbuy region]
  • A. Wurrumiyanga region
    The Wurrumiyanga region is a Tiwi Island community area in Australia known for its rich Indigenous Tiwi culture and contemporary art practices.
  • B. Yirrkala region
    The Yirrkala region is a culturally and spiritually significant area in northeast Arnhem Land, Australia, central to the traditions, law, and ceremonial life of the Yolngu people.
  • C. Maranoa Region
    Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
  • D. Barraba region
    The Barraba region is a rural area in northern New South Wales, Australia, known for its agricultural activities, natural landscapes, and small-town communities.
  • E. Barkly Region
    Barkly Region is a vast, sparsely populated local government area in the Northern Territory of Australia, known for its remote outback landscapes, cattle stations, and small service towns.
  • 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: Nhulunbuy region
Triple: [Gumatj Corporation, locatedIn, Nhulunbuy region]
Generated description
The Nhulunbuy region is a remote area in northeast Arnhem Land, Northern Territory, known for its strong Yolngu Aboriginal communities, bauxite mining, and coastal landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nhulunbuy region
Target entity description: The Nhulunbuy region is a remote area in northeast Arnhem Land, Northern Territory, known for its strong Yolngu Aboriginal communities, bauxite mining, and coastal landscapes.
  • A. Wurrumiyanga region
    The Wurrumiyanga region is a Tiwi Island community area in Australia known for its rich Indigenous Tiwi culture and contemporary art practices.
  • B. Yirrkala region chosen
    The Yirrkala region is a culturally and spiritually significant area in northeast Arnhem Land, Australia, central to the traditions, law, and ceremonial life of the Yolngu people.
  • C. Maranoa Region
    Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
  • D. Barraba region
    The Barraba region is a rural area in northern New South Wales, Australia, known for its agricultural activities, natural landscapes, and small-town communities.
  • E. Barkly Region
    Barkly Region is a vast, sparsely populated local government area in the Northern Territory of Australia, known for its remote outback landscapes, cattle stations, and small service towns.
  • F. None of above.

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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e051962fe08190a6201dd48196a9ee completed April 16, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff28d38a4819085bf051b566c17e7 completed May 10, 2026, 2:50 a.m.
NEDg Description generation batch_69fff39371648190b3f694df00ff4f3e completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff47a52cc8190b0ad7c37ea444159 completed May 10, 2026, 2:59 a.m.
Created at: April 10, 2026, 4:47 a.m.