Triple

T15238219
Position Surface form Disambiguated ID Type / Status
Subject Petronas Gas Berhad E364184 entity
Predicate associatedWith P37 FINISHED
Object Petronas LNG regasification facilities
Petronas LNG regasification facilities are natural gas infrastructure sites operated by Malaysia’s Petronas that convert imported liquefied natural gas back into gaseous form for distribution into the domestic and regional gas networks.
E1145348 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 regasification facilities | Statement: [Petronas Gas Berhad, associatedWith, Petronas LNG regasification facilities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Petronas LNG regasification facilities
Context triple: [Petronas Gas Berhad, associatedWith, Petronas LNG regasification facilities]
  • A. 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.
  • B. Tanjung Langsat Industrial Complex
    Tanjung Langsat Industrial Complex is a major industrial and logistics hub in Johor, Malaysia, known for its petrochemical, maritime, and heavy industries.
  • C. 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.
  • 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. Grain LNG terminal
    Grain LNG terminal is a major liquefied natural gas import, storage, and regasification facility located on the Isle of Grain in Kent, England.
  • 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 regasification facilities
Triple: [Petronas Gas Berhad, associatedWith, Petronas LNG regasification facilities]
Generated description
Petronas LNG regasification facilities are natural gas infrastructure sites operated by Malaysia’s Petronas that convert imported liquefied natural gas back into gaseous form for distribution into the domestic and regional gas networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Petronas LNG regasification facilities
Target entity description: Petronas LNG regasification facilities are natural gas infrastructure sites operated by Malaysia’s Petronas that convert imported liquefied natural gas back into gaseous form for distribution into the domestic and regional gas networks.
  • A. 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.
  • B. Tanjung Langsat Industrial Complex
    Tanjung Langsat Industrial Complex is a major industrial and logistics hub in Johor, Malaysia, known for its petrochemical, maritime, and heavy industries.
  • C. 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.
  • 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. Grain LNG terminal
    Grain LNG terminal is a major liquefied natural gas import, storage, and regasification facility located on the Isle of Grain in Kent, England.
  • 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.