Triple

T16414880
Position Surface form Disambiguated ID Type / Status
Subject Charters Towers E398657 entity
Predicate traditionalOwners P14954 FINISHED
Object Gudjal people
The Gudjal people are an Aboriginal Australian group whose ancestral lands lie in the Charters Towers region of north Queensland.
E1507211 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: Gudjal people | Statement: [Charters Towers, traditionalOwners, Gudjal people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gudjal people
Context triple: [Charters Towers, traditionalOwners, Gudjal people]
  • A. Chambuli people
    The Chambuli people are an indigenous group from Papua New Guinea, traditionally known for their distinctive gender roles and social organization documented by anthropologist Margaret Mead.
  • B. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • C. Thungutti people
    The Thungutti people are an Aboriginal Australian group traditionally associated with the mid-north coast and tablelands region of New South Wales, known for their rich cultural heritage and enduring connection to their ancestral lands.
  • D. Kunja people
    The Kunja people are an Aboriginal Australian group whose traditional lands lie in the Cunnamulla region of south-western Queensland.
  • E. Yukuna people
    The Yukuna people are an Indigenous group of the northwest Amazon, known for their Arawakan language, complex ritual life, and traditional subsistence practices in the rainforest regions of Colombia and Brazil.
  • 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: Gudjal people
Triple: [Charters Towers, traditionalOwners, Gudjal people]
Generated description
The Gudjal people are an Aboriginal Australian group whose ancestral lands lie in the Charters Towers region of north Queensland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gudjal people
Target entity description: The Gudjal people are an Aboriginal Australian group whose ancestral lands lie in the Charters Towers region of north Queensland.
  • A. Chambuli people
    The Chambuli people are an indigenous group from Papua New Guinea, traditionally known for their distinctive gender roles and social organization documented by anthropologist Margaret Mead.
  • B. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • C. Thungutti people
    The Thungutti people are an Aboriginal Australian group traditionally associated with the mid-north coast and tablelands region of New South Wales, known for their rich cultural heritage and enduring connection to their ancestral lands.
  • D. Kunja people
    The Kunja people are an Aboriginal Australian group whose traditional lands lie in the Cunnamulla region of south-western Queensland.
  • E. Yukuna people
    The Yukuna people are an Indigenous group of the northwest Amazon, known for their Arawakan language, complex ritual life, and traditional subsistence practices in the rainforest regions of Colombia and Brazil.
  • 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e3287741008190856882b7f34024fc completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a59ec05c081909af30673439872ce completed May 18, 2026, 12:14 a.m.
NEDg Description generation batch_6a0a5b0d434481909d2d011c2449bf69 completed May 18, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0a5ba4fb5c8190994938f704603690 completed May 18, 2026, 12:21 a.m.
Created at: April 10, 2026, 5:09 a.m.