Triple
T20271006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Bangka Regency |
E499090
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object | Pangkal Pinang (by road and sea via Bangka Island) |
—
|
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: Pangkal Pinang (by road and sea via Bangka Island) | Statement: [Central Bangka Regency, hasTransportConnection, Pangkal Pinang (by road and sea via Bangka Island)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pangkal Pinang (by road and sea via Bangka Island) Context triple: [Central Bangka Regency, hasTransportConnection, Pangkal Pinang (by road and sea via Bangka Island)]
-
A.
Penang state road network
The Penang state road network is the system of highways, arterial roads, and related infrastructure that connects Penang Island and Seberang Perai, integrating major links such as the Penang Bridge into a cohesive regional transport network.
-
B.
Perai, Penang
Perai, Penang is an industrial and residential town on the mainland side of Penang, Malaysia, forming part of Seberang Perai and serving as a key manufacturing and commercial hub for the state.
-
C.
Pantai Bagan Pinang
Pantai Bagan Pinang is a popular sandy beach in Port Dickson, Malaysia, known for its calm waters, recreational facilities, and easy accessibility for family outings.
-
D.
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.
-
E.
Tanjung Pandan town
Tanjung Pandan town is the main urban center and gateway on Belitung Island in Indonesia, known for its proximity to scenic beaches and granite rock formations.
- 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: Pangkal Pinang (by road and sea via Bangka Island) Target entity description: Pangkal Pinang is the capital and largest city of Indonesia’s Bangka Belitung Islands province, serving as the main economic and administrative hub on Bangka Island.
-
A.
Penang state road network
The Penang state road network is the system of highways, arterial roads, and related infrastructure that connects Penang Island and Seberang Perai, integrating major links such as the Penang Bridge into a cohesive regional transport network.
-
B.
Perai, Penang
Perai, Penang is an industrial and residential town on the mainland side of Penang, Malaysia, forming part of Seberang Perai and serving as a key manufacturing and commercial hub for the state.
-
C.
Pantai Bagan Pinang
Pantai Bagan Pinang is a popular sandy beach in Port Dickson, Malaysia, known for its calm waters, recreational facilities, and easy accessibility for family outings.
-
D.
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.
-
E.
Tanjung Pandan town
Tanjung Pandan town is the main urban center and gateway on Belitung Island in Indonesia, known for its proximity to scenic beaches and granite rock formations.
- F. None of above. chosen
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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e675dd7c58819095bbf4baeda04d6a |
completed | April 20, 2026, 6:52 p.m. |
Created at: April 11, 2026, 11:42 p.m.