Triple

T15005403
Position Surface form Disambiguated ID Type / Status
Subject Darumbal language E377695 entity
Predicate traditionalTerritory P1103 FINISHED
Object Fitzroy River region
The Fitzroy River region is an area of central Queensland, Australia, traditionally inhabited and culturally owned by the Darumbal people.
E1137400 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: Fitzroy River region | Statement: [Darumbal language, traditionalTerritory, Fitzroy River region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fitzroy River region
Context triple: [Darumbal language, traditionalTerritory, Fitzroy River region]
  • A. Fitzroy River region
    The Fitzroy River region is an area of cultural and environmental significance in Western Australia, known for its strong connections to Aboriginal communities, including the Gooniyandi people.
  • B. Fortescue River region
    The Fortescue River region is an area of Western Australia’s Pilbara known as the traditional homeland of the Ngarluma people, featuring arid landscapes, riverine environments, and rich Indigenous cultural heritage.
  • C. Coxs River region
    The Coxs River region is a culturally significant area in New South Wales, Australia, traditionally associated with and cared for by the Gundungurra people.
  • D. Tweed River region
    The Tweed River region is a coastal area in northeastern New South Wales, Australia, traditionally belonging to the Bundjalung people and known for its river system, fertile valleys, and proximity to Mount Warning (Wollumbin).
  • E. Darling River region
    The Darling River region is an inland riverine area of western New South Wales, Australia, known for its vital waterway, arid landscapes, and long-standing cultural significance to Aboriginal communities.
  • 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: Fitzroy River region
Triple: [Darumbal language, traditionalTerritory, Fitzroy River region]
Generated description
The Fitzroy River region is an area of central Queensland, Australia, traditionally inhabited and culturally owned by the Darumbal people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fitzroy River region
Target entity description: The Fitzroy River region is an area of central Queensland, Australia, traditionally inhabited and culturally owned by the Darumbal people.
  • A. Fitzroy River region
    The Fitzroy River region is an area of cultural and environmental significance in Western Australia, known for its strong connections to Aboriginal communities, including the Gooniyandi people.
  • B. Fortescue River region
    The Fortescue River region is an area of Western Australia’s Pilbara known as the traditional homeland of the Ngarluma people, featuring arid landscapes, riverine environments, and rich Indigenous cultural heritage.
  • C. Coxs River region
    The Coxs River region is a culturally significant area in New South Wales, Australia, traditionally associated with and cared for by the Gundungurra people.
  • D. Tweed River region
    The Tweed River region is a coastal area in northeastern New South Wales, Australia, traditionally belonging to the Bundjalung people and known for its river system, fertile valleys, and proximity to Mount Warning (Wollumbin).
  • E. Darling River region
    The Darling River region is an inland riverine area of western New South Wales, Australia, known for its vital waterway, arid landscapes, and long-standing cultural significance to Aboriginal communities.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7322b5c81909089cbbf816e1436 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69feae080ef88190a26c4f9b1675f9de completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feafaefab0819083187c60cea2a0fb completed May 9, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69feb05a3a308190930594538d79722a completed May 9, 2026, 3:56 a.m.
Created at: April 10, 2026, 2:54 a.m.