Triple

T5379482
Position Surface form Disambiguated ID Type / Status
Subject Awabakal people E113045 entity
Predicate hasOrganisation P27738 FINISHED
Object Awabakal Ltd
Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
E515351 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: Awabakal Ltd | Statement: [Awabakal people, hasOrganisation, Awabakal Ltd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Awabakal Ltd
Context triple: [Awabakal people, hasOrganisation, Awabakal Ltd]
  • A. Wiradjuri Condobolin Corporation
    Wiradjuri Condobolin Corporation is a community-controlled Aboriginal organization representing and supporting the social, cultural, and economic interests of Wiradjuri people in the Condobolin region of New South Wales, Australia.
  • B. Gumatj Corporation
    Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
  • C. Darumbal Enterprises Pty Ltd
    Darumbal Enterprises Pty Ltd is the corporate representative body that manages the business, cultural, and land-related interests of the Darumbal people.
  • D. Narrabeen Group
    The Narrabeen Group is a sequence of Triassic sedimentary rock formations in the Sydney Basin of eastern Australia, notable for its sandstones, shales, and significant fossil content.
  • E. Assmang Limited
    Assmang Limited is a South African mining company known for producing iron ore, manganese and chrome ores, and related alloys for global markets.
  • 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: Awabakal Ltd
Triple: [Awabakal people, hasOrganisation, Awabakal Ltd]
Generated description
Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Awabakal Ltd
Target entity description: Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
  • A. Wiradjuri Condobolin Corporation
    Wiradjuri Condobolin Corporation is a community-controlled Aboriginal organization representing and supporting the social, cultural, and economic interests of Wiradjuri people in the Condobolin region of New South Wales, Australia.
  • B. Gumatj Corporation
    Gumatj Corporation is an Aboriginal-owned enterprise based in the Nhulunbuy region of Australia’s Northern Territory, focused on economic development, land management, and community services for the Gumatj people.
  • C. Darumbal Enterprises Pty Ltd
    Darumbal Enterprises Pty Ltd is the corporate representative body that manages the business, cultural, and land-related interests of the Darumbal people.
  • D. Narrabeen Group
    The Narrabeen Group is a sequence of Triassic sedimentary rock formations in the Sydney Basin of eastern Australia, notable for its sandstones, shales, and significant fossil content.
  • E. Assmang Limited
    Assmang Limited is a South African mining company known for producing iron ore, manganese and chrome ores, and related alloys for global markets.
  • 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_69bd4436a1988190af18dcff7fd306b4 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd86ccfd988190ab862a5d1743955b completed March 20, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf2949cd9881908ca0d8fdf1642f71 completed March 21, 2026, 11:27 p.m.
NEDg Description generation batch_69bf2a46c4808190bd706cbb76bbfbc2 completed March 21, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_69bf2ab19a50819098ef5a611daa8cd6 completed March 21, 2026, 11:33 p.m.
Created at: March 20, 2026, 2:03 p.m.