Triple
T15238405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malaysia LNG complex in Bintulu |
E364189
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Petronas LNG value chain
Petronas LNG value chain is the integrated network of liquefied natural gas exploration, production, processing, and export activities operated by Petronas, centered around key assets such as the Malaysia LNG complex in Bintulu.
|
E1145356
|
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: Petronas LNG value chain | Statement: [Malaysia LNG complex in Bintulu, partOf, Petronas LNG value chain]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Petronas LNG value chain Context triple: [Malaysia LNG complex in Bintulu, partOf, Petronas LNG value chain]
-
A.
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.
-
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.
Malaysia LNG complex in Bintulu
The Malaysia LNG complex in Bintulu is one of the world’s largest integrated liquefied natural gas production facilities, serving as a key export hub for Malaysia’s gas resources.
-
D.
Malaysia LNG Sdn Bhd
Malaysia LNG Sdn Bhd is a major Malaysian liquefied natural gas producer and exporter operating large-scale LNG facilities in Bintulu, Sarawak.
-
E.
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.
- 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: Petronas LNG value chain Triple: [Malaysia LNG complex in Bintulu, partOf, Petronas LNG value chain]
Generated description
Petronas LNG value chain is the integrated network of liquefied natural gas exploration, production, processing, and export activities operated by Petronas, centered around key assets such as the Malaysia LNG complex in Bintulu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Petronas LNG value chain Target entity description: Petronas LNG value chain is the integrated network of liquefied natural gas exploration, production, processing, and export activities operated by Petronas, centered around key assets such as the Malaysia LNG complex in Bintulu.
-
A.
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.
-
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.
Malaysia LNG complex in Bintulu
The Malaysia LNG complex in Bintulu is one of the world’s largest integrated liquefied natural gas production facilities, serving as a key export hub for Malaysia’s gas resources.
-
D.
Malaysia LNG Sdn Bhd
Malaysia LNG Sdn Bhd is a major Malaysian liquefied natural gas producer and exporter operating large-scale LNG facilities in Bintulu, Sarawak.
-
E.
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.
- 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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007da7e988190925a9b67b8070bc7 |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd3f9d308190af5374f0362c62f5 |
completed | May 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69feded546688190b931b60a55babcd0 |
completed | May 9, 2026, 7:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fedf72e6148190afbfbe92ed2ed277 |
completed | May 9, 2026, 7:17 a.m. |
Created at: April 10, 2026, 3:12 a.m.