Triple
T20208131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Penang |
E493412
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object | Penang Port Sdn Bhd |
—
|
NE NERFINISHED |
How this triple was built (3 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: Penang Port Sdn Bhd | Statement: [Port of Penang, operator, Penang Port Sdn Bhd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penang Port Sdn Bhd Context triple: [Port of Penang, operator, Penang Port Sdn Bhd]
-
A.
Sabah Ports Sdn Bhd
Sabah Ports Sdn Bhd is a Malaysian port operating company responsible for managing and providing port services across key ports in the state of Sabah.
-
B.
Penang Hill Corporation
Penang Hill Corporation is the statutory body responsible for managing, developing, and promoting Penang Hill as a major tourism and heritage destination in Penang, Malaysia.
-
C.
Jurong Port
Jurong Port is a major multi-purpose port in Singapore that handles bulk, break-bulk, and container cargo, supporting the country’s industrial and maritime activities.
-
D.
Malaysia Marine and Heavy Engineering Holdings Berhad
Malaysia Marine and Heavy Engineering Holdings Berhad is a Malaysian company specializing in marine engineering, shipbuilding, and offshore oil and gas fabrication and services.
-
E.
Port of Penang
The Port of Penang is a major Malaysian seaport and logistics hub on the Strait of Malacca, serving as a key gateway for trade in the northern region of the country and the wider Asia-Pacific.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Penang Port Sdn Bhd Target entity description: Penang Port Sdn Bhd is the company responsible for managing and operating the major commercial and passenger port facilities in Penang, Malaysia.
-
A.
Sabah Ports Sdn Bhd
Sabah Ports Sdn Bhd is a Malaysian port operating company responsible for managing and providing port services across key ports in the state of Sabah.
-
B.
Penang Hill Corporation
Penang Hill Corporation is the statutory body responsible for managing, developing, and promoting Penang Hill as a major tourism and heritage destination in Penang, Malaysia.
-
C.
Jurong Port
Jurong Port is a major multi-purpose port in Singapore that handles bulk, break-bulk, and container cargo, supporting the country’s industrial and maritime activities.
-
D.
Malaysia Marine and Heavy Engineering Holdings Berhad
Malaysia Marine and Heavy Engineering Holdings Berhad is a Malaysian company specializing in marine engineering, shipbuilding, and offshore oil and gas fabrication and services.
-
E.
Port of Penang
chosen
The Port of Penang is a major Malaysian seaport and logistics hub on the Strait of Malacca, serving as a key gateway for trade in the northern region of the country and the wider Asia-Pacific.
- F. None of above.
Provenance (2 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_69da6269614c8190bb40475d9d477358 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66d934f808190bbfeb96f5bf2dfb9 |
completed | April 20, 2026, 6:16 p.m. |
Created at: April 11, 2026, 11:38 p.m.