Triple

T3712959
Position Surface form Disambiguated ID Type / Status
Subject Nhulunbuy E81457 entity
Predicate hasAboriginalCorporation P50965 FINISHED
Object Gumatj Corporation
Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
E382307 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: Gumatj Corporation | Statement: [Nhulunbuy, hasAboriginalCorporation, Gumatj Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gumatj Corporation
Context triple: [Nhulunbuy, hasAboriginalCorporation, Gumatj Corporation]
  • A. Darug Tribal Aboriginal Corporation
    The Darug Tribal Aboriginal Corporation is an Indigenous Australian organization that represents and advocates for the rights, culture, and heritage of the Darug people, the traditional custodians of parts of the Sydney region.
  • B. Jabalbina Yalanji Aboriginal Corporation
    Jabalbina Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and land and sea country in Far North Queensland, Australia.
  • C. Yorta Yorta Nation Aboriginal Corporation
    Yorta Yorta Nation Aboriginal Corporation is the representative body and land council for the Yorta Yorta people of north-central Victoria and southern New South Wales, working to manage their native title interests, cultural heritage, and community development.
  • D. Eastern Kuku Yalanji Aboriginal Corporation
    Eastern Kuku Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and community development initiatives in Far North Queensland, Australia.
  • E. Gundungurra Tribal Council Aboriginal Corporation
    Gundungurra Tribal Council Aboriginal Corporation is an Aboriginal community-controlled organisation representing the interests, rights, and cultural heritage of the Gundungurra people.
  • 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: Gumatj Corporation
Triple: [Nhulunbuy, hasAboriginalCorporation, Gumatj Corporation]
Generated description
Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gumatj Corporation
Target entity description: Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
  • A. Rirratjingu Aboriginal Corporation
    Rirratjingu Aboriginal Corporation is an Indigenous-owned organization representing the Rirratjingu people of Northeast Arnhem Land, managing their land, cultural interests, and community development initiatives.
  • B. Darug Tribal Aboriginal Corporation
    The Darug Tribal Aboriginal Corporation is an Indigenous Australian organization that represents and advocates for the rights, culture, and heritage of the Darug people, the traditional custodians of parts of the Sydney region.
  • C. Jabalbina Yalanji Aboriginal Corporation
    Jabalbina Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and land and sea country in Far North Queensland, Australia.
  • D. Yorta Yorta Nation Aboriginal Corporation
    Yorta Yorta Nation Aboriginal Corporation is the representative body and land council for the Yorta Yorta people of north-central Victoria and southern New South Wales, working to manage their native title interests, cultural heritage, and community development.
  • E. Eastern Kuku Yalanji Aboriginal Corporation
    Eastern Kuku Yalanji Aboriginal Corporation is the representative body for the Eastern Kuku Yalanji people, managing their native title interests, cultural heritage, and community development initiatives in Far North Queensland, Australia.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAboriginalCorporation
Context triple: [Nhulunbuy, hasAboriginalCorporation, Gumatj Corporation]
  • A. hasTraditionalOwner
    Indicates that an entity is recognized as the customary or ancestral owner or custodian of another entity, typically land, territory, or a cultural site.
  • B. hasIndigenousStatus
    Indicates that an entity possesses a recognized indigenous status or is classified as indigenous according to a specific legal, cultural, or organizational framework.
  • C. recognizedTribalEntity
    Indicates that an entity is officially acknowledged as a tribal nation or community by a governing authority.
  • D. recognizedAsIndigenousIn
    Indicates that an entity is officially acknowledged or classified as Indigenous within a specified region, country, or jurisdiction.
  • E. isFederallyRecognizedTribeIn
    Indicates that a tribe has official federal recognition as a tribal entity within a specified country or jurisdiction.
  • F. None of above. chosen

Provenance (7 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_69ad8b1a81588190b3f27a5483bb610e completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc9cbc5648190936f93868086167e completed March 8, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce0834288190b16cf49477dc2ed9 completed March 14, 2026, 2:55 a.m.
NEDg Description generation batch_69b4cfb49b748190a49435c46540f0c7 completed March 14, 2026, 3:02 a.m.
NED2 Entity disambiguation (via description) batch_69b4d06e34408190a0dc77b82e4fe308 completed March 14, 2026, 3:05 a.m.
PD Predicate disambiguation batch_69adc041a8608190a2d543dab6d2ef6c completed March 8, 2026, 6:30 p.m.
PDg Predicate description generation batch_69adc133ef50819094c2b971f31f1615 completed March 8, 2026, 6:34 p.m.
Created at: March 8, 2026, 3:33 p.m.