Triple

T3700923
Position Surface form Disambiguated ID Type / Status
Subject Lamington National Park E78574 entity
Predicate traditionalOwners P14954 FINISHED
Object Yugambeh people
The Yugambeh people are an Aboriginal Australian group and traditional custodians of parts of southeast Queensland, known for their distinct Yugambeh language and rich cultural heritage.
E482348 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: Yugambeh people | Statement: [Lamington National Park, traditionalOwners, Yugambeh people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yugambeh people
Context triple: [Lamington National Park, traditionalOwners, Yugambeh people]
  • A. Gooniyandi people
    The Gooniyandi people are an Aboriginal Australian group whose ancestral lands lie in the central Kimberley region of Western Australia, with a distinct language and cultural traditions tied to that country.
  • B. Dunghutti people
    The Dunghutti people are an Aboriginal Australian group from the mid-north coast of New South Wales, with deep cultural, spiritual, and historical connections to the land around Kempsey and the Macleay Valley.
  • C. Darumbal people
    The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
  • D. Kuku Yalanji people
    The Kuku Yalanji people are an Aboriginal Australian group from the rainforest and coastal regions of Far North Queensland, particularly around the Daintree and Mossman areas, known for their deep cultural connection to country and rich ecological knowledge.
  • E. Alyawarre people
    The Alyawarre people are an Aboriginal Australian group from the Northern Territory, known for their deep cultural, spiritual, and custodial connection to their traditional lands and sacred sites.
  • 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: Yugambeh people
Triple: [Lamington National Park, traditionalOwners, Yugambeh people]
Generated description
The Yugambeh people are an Aboriginal Australian group and traditional custodians of parts of southeast Queensland, known for their distinct Yugambeh language and rich cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yugambeh people
Target entity description: The Yugambeh people are an Aboriginal Australian group and traditional custodians of parts of southeast Queensland, known for their distinct Yugambeh language and rich cultural heritage.
  • A. Gooniyandi people
    The Gooniyandi people are an Aboriginal Australian group whose ancestral lands lie in the central Kimberley region of Western Australia, with a distinct language and cultural traditions tied to that country.
  • B. Dunghutti people
    The Dunghutti people are an Aboriginal Australian group from the mid-north coast of New South Wales, with deep cultural, spiritual, and historical connections to the land around Kempsey and the Macleay Valley.
  • C. Darumbal people
    The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
  • D. Kuku Yalanji people
    The Kuku Yalanji people are an Aboriginal Australian group from the rainforest and coastal regions of Far North Queensland, particularly around the Daintree and Mossman areas, known for their deep cultural connection to country and rich ecological knowledge.
  • E. Alyawarre people
    The Alyawarre people are an Aboriginal Australian group from the Northern Territory, known for their deep cultural, spiritual, and custodial connection to their traditional lands and sacred sites.
  • 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_69ad85e3b1888190abc983e06968696d completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc514eb6c8190b3b74a603c717729 completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8195518081908f4938032218e118 completed March 21, 2026, 11:31 a.m.
NEDg Description generation batch_69be840882a081909e320c76d41219cc completed March 21, 2026, 11:42 a.m.
NED2 Entity disambiguation (via description) batch_69be8464bb00819086a70be3a5746d7c completed March 21, 2026, 11:43 a.m.
Created at: March 8, 2026, 3:26 p.m.