Triple

T15238407
Position Surface form Disambiguated ID Type / Status
Subject Malaysia LNG complex in Bintulu E364189 entity
Predicate hasComponent P35 FINISHED
Object MLNG Dua
MLNG Dua is one of the liquefied natural gas production trains within the Malaysia LNG complex in Bintulu, Sarawak, contributing to Malaysia’s LNG export capacity.
 E1145358 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: MLNG Dua | Statement: [Malaysia LNG complex in Bintulu, hasComponent, MLNG Dua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MLNG Dua
Context triple: [Malaysia LNG complex in Bintulu, hasComponent, MLNG Dua]
  • A. Dua
    Dua is the first name of Dua Lipa, a British-Albanian pop singer and songwriter known for hits like "New Rules" and "Levitating."
  • B. MLN
    MLN is the IATA airport code for Melilla Airport, which serves the Spanish autonomous city of Melilla on the north coast of Africa.
  • C. Pami Dua
    Pami Dua is an Indian economist and academic known for her contributions to econometrics and macroeconomic policy research, and for her leadership roles at the Delhi School of Economics.
  • D. MVG
    MVG is the public transport company that operates Munich’s network of buses, trams, and U-Bahn services.
  • E. 2d MLG
    2d MLG is a major logistics formation of the United States Marine Corps responsible for providing supply, maintenance, transportation, and support services to Marine forces.
  • 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: MLNG Dua
Triple: [Malaysia LNG complex in Bintulu, hasComponent, MLNG Dua]
Generated description
MLNG Dua is one of the liquefied natural gas production trains within the Malaysia LNG complex in Bintulu, Sarawak, contributing to Malaysia’s LNG export capacity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MLNG Dua
Target entity description: MLNG Dua is one of the liquefied natural gas production trains within the Malaysia LNG complex in Bintulu, Sarawak, contributing to Malaysia’s LNG export capacity.
  • A. Dua
    Dua is the first name of Dua Lipa, a British-Albanian pop singer and songwriter known for hits like "New Rules" and "Levitating."
  • B. MLN
    MLN is the IATA airport code for Melilla Airport, which serves the Spanish autonomous city of Melilla on the north coast of Africa.
  • C. Pami Dua
    Pami Dua is an Indian economist and academic known for her contributions to econometrics and macroeconomic policy research, and for her leadership roles at the Delhi School of Economics.
  • D. MVG
    MVG is the public transport company that operates Munich’s network of buses, trams, and U-Bahn services.
  • E. 2d MLG
    2d MLG is a major logistics formation of the United States Marine Corps responsible for providing supply, maintenance, transportation, and support services to Marine forces.
  • 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.