Triple

T8606543
Position Surface form Disambiguated ID Type / Status
Subject Bayu-Undan gas field E203811 entity
Predicate operatedBy P86 FINISHED
Object Santos Limited
Santos Limited is a major Australian oil and gas exploration and production company with significant operations across Australia and the Asia-Pacific region.
E745652 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: Santos Limited | Statement: [Bayu-Undan gas field, operatedBy, Santos Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Santos Limited
Context triple: [Bayu-Undan gas field, operatedBy, Santos Limited]
  • A. Furneaux Group
    The Furneaux Group is a cluster of islands in southeastern Australia, situated between Tasmania and mainland Australia, known for its rugged coastlines, wildlife, and remote communities.
  • B. 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.
  • C. Suncorp Group
    Suncorp Group is a major Australian finance, insurance, and banking corporation headquartered in Brisbane.
  • D. JSE Limited
    JSE Limited is the Johannesburg-based stock exchange and the primary securities market for South Africa and much of the African continent.
  • E. Brascan Limited
    Brascan Limited was the former name of Brookfield Asset Management, a major Canadian-based global asset management company with significant holdings in real estate, infrastructure, renewable power, and private equity.
  • 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: Santos Limited
Triple: [Bayu-Undan gas field, operatedBy, Santos Limited]
Generated description
Santos Limited is a major Australian oil and gas exploration and production company with significant operations across Australia and the Asia-Pacific region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Santos Limited
Target entity description: Santos Limited is a major Australian oil and gas exploration and production company with significant operations across Australia and the Asia-Pacific region.
  • A. Furneaux Group
    The Furneaux Group is a cluster of islands in southeastern Australia, situated between Tasmania and mainland Australia, known for its rugged coastlines, wildlife, and remote communities.
  • B. 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.
  • C. Suncorp Group
    Suncorp Group is a major Australian finance, insurance, and banking corporation headquartered in Brisbane.
  • D. JSE Limited
    JSE Limited is the Johannesburg-based stock exchange and the primary securities market for South Africa and much of the African continent.
  • E. Brascan Limited
    Brascan Limited was the former name of Brookfield Asset Management, a major Canadian-based global asset management company with significant holdings in real estate, infrastructure, renewable power, and private equity.
  • 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_69ca832c23e4819095a9f3eea4a21828 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46eabe2c8190a2d13c353055a785 completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea900cf708190abb550f592edbdf6 completed April 2, 2026, 5:36 p.m.
NEDg Description generation batch_69cea9d23cc88190b937e89b9aa2bd66 completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaae76d188190932826c9fd9f7f5f completed April 2, 2026, 5:44 p.m.
Created at: March 30, 2026, 6:25 p.m.