Triple
T3502118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Petroliam Nasional Berhad |
E73992
|
entity |
| Predicate | hasMajorFacility |
P105
|
FINISHED |
| Object |
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.
|
E364189
|
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: Malaysia LNG complex in Bintulu | Statement: [Petroliam Nasional Berhad, hasMajorFacility, Malaysia LNG complex in Bintulu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaysia LNG complex in Bintulu Context triple: [Petroliam Nasional Berhad, hasMajorFacility, Malaysia LNG complex in Bintulu]
-
A.
Teluk Intan
Teluk Intan is a historic riverside town in the Malaysian state of Perak, known for its iconic leaning clock tower and colonial-era architecture.
-
B.
Kulim
Kulim is a prominent town and industrial hub in the Malaysian state of Kedah, known for its high-tech manufacturing and proximity to Penang.
-
C.
Kuala Pilah
Kuala Pilah is a historic inland town in the Malaysian state of Negeri Sembilan, known for its traditional Minangkabau cultural heritage and role as an administrative and commercial center for the surrounding rural district.
-
D.
Tawau
Tawau is a coastal town and major economic hub in southeastern Sabah, Malaysia, known for its port, agriculture, and proximity to Indonesia.
-
E.
Lumut Port
Lumut Port is a key maritime and industrial port facility located on the west coast of Perak, Malaysia, serving as an important hub for cargo handling and regional trade.
- 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: Malaysia LNG complex in Bintulu Triple: [Petroliam Nasional Berhad, hasMajorFacility, Malaysia LNG complex in Bintulu]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malaysia LNG complex in Bintulu Target entity description: 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.
-
A.
Teluk Intan
Teluk Intan is a historic riverside town in the Malaysian state of Perak, known for its iconic leaning clock tower and colonial-era architecture.
-
B.
Kulim
Kulim is a prominent town and industrial hub in the Malaysian state of Kedah, known for its high-tech manufacturing and proximity to Penang.
-
C.
Kuala Pilah
Kuala Pilah is a historic inland town in the Malaysian state of Negeri Sembilan, known for its traditional Minangkabau cultural heritage and role as an administrative and commercial center for the surrounding rural district.
-
D.
Tawau
Tawau is a coastal town and major economic hub in southeastern Sabah, Malaysia, known for its port, agriculture, and proximity to Indonesia.
-
E.
Lumut Port
Lumut Port is a key maritime and industrial port facility located on the west coast of Perak, Malaysia, serving as an important hub for cargo handling and regional trade.
- 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbef47988190b5b3fe2e452b9ac8 |
completed | March 8, 2026, 6:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373d88dc08190a8508f990b01cf03 |
completed | March 13, 2026, 2:18 a.m. |
| NEDg | Description generation | batch_69b3779133788190a17b2d8a51587682 |
completed | March 13, 2026, 2:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b377facc048190849ccd4ddcd9b442 |
completed | March 13, 2026, 2:35 a.m. |
Created at: March 8, 2026, 3:18 p.m.