Triple
T15238272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MISC Berhad |
E364186
|
entity |
| Predicate | legalForm |
P64
|
FINISHED |
| Object |
Berhad
Berhad is a Malaysian term for a public limited company whose shares can be offered to the general public and are typically listed on a stock exchange.
|
E1145350
|
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: Berhad | Statement: [MISC Berhad, legalForm, Berhad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berhad Context triple: [MISC Berhad, legalForm, Berhad]
-
A.
Petronas Dagangan Berhad
Petronas Dagangan Berhad is the principal domestic marketing and retail arm of Malaysia’s national oil company, focusing on the distribution and sale of petroleum products and related services.
-
B.
Sunway Group
Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
-
C.
Petronas Gas Berhad
Petronas Gas Berhad is a Malaysian gas infrastructure and utilities company involved in gas processing, transportation, and regasification services.
-
D.
Petronas Chemicals Group Berhad
Petronas Chemicals Group Berhad is a leading Malaysian integrated chemicals producer and one of the core business arms of the national oil company PETRONAS.
-
E.
Permodalan Nasional Berhad
Permodalan Nasional Berhad is a Malaysian government-linked investment company that manages national unit trust funds and strategic assets on behalf of Malaysian investors.
- 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: Berhad Triple: [MISC Berhad, legalForm, Berhad]
Generated description
Berhad is a Malaysian term for a public limited company whose shares can be offered to the general public and are typically listed on a stock exchange.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berhad Target entity description: Berhad is a Malaysian term for a public limited company whose shares can be offered to the general public and are typically listed on a stock exchange.
-
A.
Petronas Dagangan Berhad
Petronas Dagangan Berhad is the principal domestic marketing and retail arm of Malaysia’s national oil company, focusing on the distribution and sale of petroleum products and related services.
-
B.
Sunway Group
Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
-
C.
Petronas Gas Berhad
Petronas Gas Berhad is a Malaysian gas infrastructure and utilities company involved in gas processing, transportation, and regasification services.
-
D.
Petronas Chemicals Group Berhad
Petronas Chemicals Group Berhad is a leading Malaysian integrated chemicals producer and one of the core business arms of the national oil company PETRONAS.
-
E.
Permodalan Nasional Berhad
Permodalan Nasional Berhad is a Malaysian government-linked investment company that manages national unit trust funds and strategic assets on behalf of Malaysian investors.
- 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.