Triple

T13145683
Position Surface form Disambiguated ID Type / Status
Subject Hela Province E312328 entity
Predicate partOfProject P10 FINISHED
Object PNG LNG project
The PNG LNG project is a major liquefied natural gas development in Papua New Guinea that extracts, processes, and exports natural gas to international markets.
E1024296 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: PNG LNG project | Statement: [Hela Province, partOfProject, PNG LNG project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PNG LNG project
Context triple: [Hela Province, partOfProject, PNG LNG project]
  • A. 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.
  • B. 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.
  • C. Ichthys LNG development
    Ichthys LNG development is a major offshore liquefied natural gas project off the coast of Western Australia that processes gas and condensate from the Ichthys field for export, primarily to Asian markets.
  • 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. Yamal LNG
    Yamal LNG is a major liquefied natural gas production and export facility located in Russia’s Arctic Yamal Peninsula, known for operating in extreme cold and serving key European and Asian energy 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: PNG LNG project
Triple: [Hela Province, partOfProject, PNG LNG project]
Generated description
The PNG LNG project is a major liquefied natural gas development in Papua New Guinea that extracts, processes, and exports natural gas to international markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PNG LNG project
Target entity description: The PNG LNG project is a major liquefied natural gas development in Papua New Guinea that extracts, processes, and exports natural gas to international markets.
  • A. 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.
  • B. 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.
  • C. Ichthys LNG development
    Ichthys LNG development is a major offshore liquefied natural gas project off the coast of Western Australia that processes gas and condensate from the Ichthys field for export, primarily to Asian markets.
  • 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. Yamal LNG
    Yamal LNG is a major liquefied natural gas production and export facility located in Russia’s Arctic Yamal Peninsula, known for operating in extreme cold and serving key European and Asian energy 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bcf6d0c819081d078f33e4bdedc completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae675508190991ce5902768c45a completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6ebb1cd208190970ad8c21e852d93 completed May 3, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_69f6ec48035881909342b57c061a22a9 completed May 3, 2026, 6:33 a.m.
Created at: April 9, 2026, 9:10 p.m.