Triple

T618204
Position Surface form Disambiguated ID Type / Status
Subject Rockhampton E14451 entity
Predicate traditionalOwners P14954 FINISHED
Object Darumbal people
The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
E77524 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: Darumbal people | Statement: [Rockhampton, traditionalOwners, Darumbal people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darumbal people
Context triple: [Rockhampton, traditionalOwners, Darumbal people]
  • A. Gundungurra people
    The Gundungurra people are an Aboriginal Australian group whose ancestral lands encompass parts of the Blue Mountains and surrounding regions of New South Wales.
  • B. Eastern Kuku Yalanji people
    The Eastern Kuku Yalanji people are an Aboriginal Australian group whose ancestral lands encompass the tropical rainforest and coastal regions of Far North Queensland, including the area now known as the Daintree.
  • C. Ngarrindjeri people
    The Ngarrindjeri people are an Aboriginal Australian nation traditionally associated with the lower Murray River, Coorong, and Lake Alexandrina regions of South Australia, known for their rich cultural, spiritual, and environmental custodianship of these lands and waters.
  • D. Wiradjuri people
    The Wiradjuri people are one of the largest Aboriginal groups in New South Wales, Australia, traditionally occupying a vast inland region and known for their rich cultural heritage, language, and strong connection to river systems.
  • E. Torres Strait Islanders
    Torres Strait Islanders are the Indigenous Melanesian peoples of the Torres Strait Islands between northern Australia and Papua New Guinea, with distinct cultures, languages, and seafaring traditions.
  • 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: Darumbal people
Triple: [Rockhampton, traditionalOwners, Darumbal people]
Generated description
The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darumbal people
Target entity description: The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
  • A. Gundungurra people
    The Gundungurra people are an Aboriginal Australian group whose ancestral lands encompass parts of the Blue Mountains and surrounding regions of New South Wales.
  • B. Eastern Kuku Yalanji people
    The Eastern Kuku Yalanji people are an Aboriginal Australian group whose ancestral lands encompass the tropical rainforest and coastal regions of Far North Queensland, including the area now known as the Daintree.
  • C. Ngarrindjeri people
    The Ngarrindjeri people are an Aboriginal Australian nation traditionally associated with the lower Murray River, Coorong, and Lake Alexandrina regions of South Australia, known for their rich cultural, spiritual, and environmental custodianship of these lands and waters.
  • D. Wiradjuri people
    The Wiradjuri people are one of the largest Aboriginal groups in New South Wales, Australia, traditionally occupying a vast inland region and known for their rich cultural heritage, language, and strong connection to river systems.
  • E. Torres Strait Islanders
    Torres Strait Islanders are the Indigenous Melanesian peoples of the Torres Strait Islands between northern Australia and Papua New Guinea, with distinct cultures, languages, and seafaring traditions.
  • 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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e2418c881908552d2c4a5006e97 completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a55a79a0488190a9d22229ea97e5ec completed March 2, 2026, 9:38 a.m.
NEDg Description generation batch_69a55af406b08190b49bef445f5e652f completed March 2, 2026, 9:40 a.m.
NED2 Entity disambiguation (via description) batch_69a55ccf8e48819092f89e8712f9d0c6 completed March 2, 2026, 9:47 a.m.
Created at: March 1, 2026, 7:35 p.m.