Triple

T15238426
Position Surface form Disambiguated ID Type / Status
Subject Malaysia LNG complex in Bintulu E364189 entity
Predicate connectedTo P37 FINISHED
Object Bintulu onshore gas receiving facilities
Bintulu onshore gas receiving facilities are infrastructure installations in Bintulu, Malaysia, that receive and process natural gas from offshore fields before it is supplied to the Malaysia LNG complex and other downstream users.
E1145360 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: Bintulu onshore gas receiving facilities | Statement: [Malaysia LNG complex in Bintulu, connectedTo, Bintulu onshore gas receiving facilities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bintulu onshore gas receiving facilities
Context triple: [Malaysia LNG complex in Bintulu, connectedTo, Bintulu onshore gas receiving 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. Bayu-Undan gas field
    The Bayu-Undan gas field is a major offshore natural gas and condensate field in the Timor Sea that has been a key source of revenue for Timor-Leste through LNG exports.
  • C. Natuna D-Alpha gas field
    Natuna D-Alpha gas field is a massive offshore natural gas reservoir in Indonesia’s Natuna Sea, notable for its huge reserves and high carbon dioxide content.
  • D. Angore gas field
    Angore gas field is a natural gas reservoir located in Papua New Guinea’s Hela Province, contributing to the country’s petroleum and LNG industry.
  • E. 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.
  • 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: Bintulu onshore gas receiving facilities
Triple: [Malaysia LNG complex in Bintulu, connectedTo, Bintulu onshore gas receiving facilities]
Generated description
Bintulu onshore gas receiving facilities are infrastructure installations in Bintulu, Malaysia, that receive and process natural gas from offshore fields before it is supplied to the Malaysia LNG complex and other downstream users.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bintulu onshore gas receiving facilities
Target entity description: Bintulu onshore gas receiving facilities are infrastructure installations in Bintulu, Malaysia, that receive and process natural gas from offshore fields before it is supplied to the Malaysia LNG complex and other downstream users.
  • 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. Bayu-Undan gas field
    The Bayu-Undan gas field is a major offshore natural gas and condensate field in the Timor Sea that has been a key source of revenue for Timor-Leste through LNG exports.
  • C. Natuna D-Alpha gas field
    Natuna D-Alpha gas field is a massive offshore natural gas reservoir in Indonesia’s Natuna Sea, notable for its huge reserves and high carbon dioxide content.
  • D. Angore gas field
    Angore gas field is a natural gas reservoir located in Papua New Guinea’s Hela Province, contributing to the country’s petroleum and LNG industry.
  • E. 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.
  • 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.