Triple

T10895551
Position Surface form Disambiguated ID Type / Status
Subject Karratha E257298 entity
Predicate associatedWithProject P922 FINISHED
Object North West Shelf Project
The North West Shelf Project is one of Australia’s largest and longest-running oil and gas developments, producing liquefied natural gas and other hydrocarbons off the coast of Western Australia.
E745634 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: North West Shelf Project | Statement: [Karratha, associatedWithProject, North West Shelf Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North West Shelf Project
Context triple: [Karratha, associatedWithProject, North West Shelf Project]
  • A. North West Shelf province
    The North West Shelf province is a major offshore geological and petroleum-producing region along the northwestern continental margin of Australia.
  • B. Curtis Island LNG projects (Australia)
    Curtis Island LNG projects (Australia) are a cluster of major liquefied natural gas export facilities near Gladstone, Queensland, that process coal seam gas into LNG for international markets.
  • C. North Field LNG projects
    The North Field LNG projects are a series of major liquefied natural gas developments in Qatar that exploit the world’s largest non-associated gas field to expand the country’s LNG production capacity.
  • D. Darwin LNG plant
    The Darwin LNG plant is a liquefied natural gas processing and export facility located near Darwin in Australia's Northern Territory, supplied by offshore gas fields in the Timor Sea.
  • E. Ichthys gas field
    The Ichthys gas field is a major offshore natural gas and condensate field in Australia's Browse Basin that underpins the large-scale Ichthys LNG project.
  • 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: North West Shelf Project
Triple: [Karratha, associatedWithProject, North West Shelf Project]
Generated description
The North West Shelf Project is one of Australia’s largest and longest-running oil and gas developments, producing liquefied natural gas and other hydrocarbons off the coast of Western Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North West Shelf Project
Target entity description: The North West Shelf Project is one of Australia’s largest and longest-running oil and gas developments, producing liquefied natural gas and other hydrocarbons off the coast of Western Australia.
  • A. North West Shelf province chosen
    The North West Shelf province is a major offshore geological and petroleum-producing region along the northwestern continental margin of Australia.
  • B. Curtis Island LNG projects (Australia)
    Curtis Island LNG projects (Australia) are a cluster of major liquefied natural gas export facilities near Gladstone, Queensland, that process coal seam gas into LNG for international markets.
  • C. North Field LNG projects
    The North Field LNG projects are a series of major liquefied natural gas developments in Qatar that exploit the world’s largest non-associated gas field to expand the country’s LNG production capacity.
  • D. Darwin LNG plant
    The Darwin LNG plant is a liquefied natural gas processing and export facility located near Darwin in Australia's Northern Territory, supplied by offshore gas fields in the Timor Sea.
  • E. Ichthys gas field
    The Ichthys gas field is a major offshore natural gas and condensate field in Australia's Browse Basin that underpins the large-scale Ichthys LNG project.
  • F. None of above.

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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d75d022f4c81909cd9ea27a9f0cd32 completed April 9, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e15519e620819090e492861de6a567 completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e17d3331788190a9ee03fc4c6ca191 completed April 17, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69e1ff5b3d488190a545bee24381d01e completed April 17, 2026, 9:37 a.m.
Created at: April 8, 2026, 9:21 p.m.