Triple
T10958503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Merdeka 118 |
E258905
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
PNB Merdeka Ventures Sdn. Bhd.
PNB Merdeka Ventures Sdn. Bhd. is a Malaysian property development company best known for developing the Merdeka 118 skyscraper in Kuala Lumpur.
|
E896713
|
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: PNB Merdeka Ventures Sdn. Bhd. | Statement: [Merdeka 118, developer, PNB Merdeka Ventures Sdn. Bhd.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PNB Merdeka Ventures Sdn. Bhd. Context triple: [Merdeka 118, developer, PNB Merdeka Ventures Sdn. Bhd.]
-
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.
Putrajaya Corporation
Putrajaya Corporation is the local authority responsible for administering and developing Malaysia’s federal administrative capital, Putrajaya, including its public infrastructure and landmarks.
-
C.
Petronas Gas Berhad
Petronas Gas Berhad is a Malaysian gas infrastructure and utilities company involved in gas processing, transportation, and regasification services.
-
D.
MMC Corporation Berhad
MMC Corporation Berhad is a leading Malaysian utilities and infrastructure conglomerate with major interests in ports, logistics, engineering, and energy.
-
E.
MISC Berhad
MISC Berhad is a leading Malaysian international shipping and maritime logistics company, particularly known for its energy-related shipping services.
- 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: PNB Merdeka Ventures Sdn. Bhd. Triple: [Merdeka 118, developer, PNB Merdeka Ventures Sdn. Bhd.]
Generated description
PNB Merdeka Ventures Sdn. Bhd. is a Malaysian property development company best known for developing the Merdeka 118 skyscraper in Kuala Lumpur.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PNB Merdeka Ventures Sdn. Bhd. Target entity description: PNB Merdeka Ventures Sdn. Bhd. is a Malaysian property development company best known for developing the Merdeka 118 skyscraper in Kuala Lumpur.
-
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.
Putrajaya Corporation
Putrajaya Corporation is the local authority responsible for administering and developing Malaysia’s federal administrative capital, Putrajaya, including its public infrastructure and landmarks.
-
C.
Petronas Gas Berhad
Petronas Gas Berhad is a Malaysian gas infrastructure and utilities company involved in gas processing, transportation, and regasification services.
-
D.
MMC Corporation Berhad
MMC Corporation Berhad is a leading Malaysian utilities and infrastructure conglomerate with major interests in ports, logistics, engineering, and energy.
-
E.
MISC Berhad
MISC Berhad is a leading Malaysian international shipping and maritime logistics company, particularly known for its energy-related shipping services.
- 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_69d6aa88500c819097d7032ca578e74f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77126d9288190aa5daf2ba83d731d |
completed | April 9, 2026, 9:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d751e8e081908f31ab2d82105c3c |
completed | April 18, 2026, 12:58 a.m. |
| NEDg | Description generation | batch_69e2ff1ddd2c8190b31f5007f7492a4e |
completed | April 18, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3260494bc81909e3dd4829697fb72 |
completed | April 18, 2026, 6:34 a.m. |
Created at: April 8, 2026, 9:23 p.m.