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.