Triple

T5250582
Position Surface form Disambiguated ID Type / Status
Subject Port Lincoln E118575 entity
Predicate traditionalOwners P14954 FINISHED
Object Barngarla people
The Barngarla people are an Aboriginal Australian group whose ancestral lands encompass parts of the Eyre Peninsula in South Australia, including the area around Port Lincoln.
 E525959 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: Barngarla people | Statement: [Port Lincoln, traditionalOwners, Barngarla people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barngarla people
Context triple: [Port Lincoln, traditionalOwners, Barngarla people]
  • A. 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.
  • B. Yankunytjatjara people
    The Yankunytjatjara people are an Aboriginal Australian group of the Western Desert region, closely related to the Pitjantjatjara and Anangu peoples and known for their deep cultural, spiritual, and linguistic ties to central Australia.
  • C. 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.
  • D. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • E. 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.
  • 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: Barngarla people
Triple: [Port Lincoln, traditionalOwners, Barngarla people]
Generated description
The Barngarla people are an Aboriginal Australian group whose ancestral lands encompass parts of the Eyre Peninsula in South Australia, including the area around Port Lincoln.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barngarla people
Target entity description: The Barngarla people are an Aboriginal Australian group whose ancestral lands encompass parts of the Eyre Peninsula in South Australia, including the area around Port Lincoln.
  • A. 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.
  • B. Yankunytjatjara people
    The Yankunytjatjara people are an Aboriginal Australian group of the Western Desert region, closely related to the Pitjantjatjara and Anangu peoples and known for their deep cultural, spiritual, and linguistic ties to central Australia.
  • C. 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.
  • D. Wonnarua people
    The Wonnarua people are an Aboriginal Australian nation whose ancestral lands lie in the Hunter Valley region of New South Wales.
  • E. 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.
  • 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_69bd4468aacc8190a8196f71855cdf4f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b79ae0c81908a9b8614f6886259 completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfa1bb8b5481908f02d08594cc2e1f completed March 22, 2026, 8 a.m.
NEDg Description generation batch_69bfa58c22b481909fbe52bf11faf135 completed March 22, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_69bfa62cb12c8190944fff68429625a5 completed March 22, 2026, 8:19 a.m.
Created at: March 20, 2026, 1:50 p.m.