Triple
T8420215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Malaysian Navy |
E198828
|
entity |
| Predicate | submarineBase |
P46847
|
FINISHED |
| Object | Sepanggar Bay Submarine Base |
E734140
|
NE FINISHED |
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: Sepanggar Bay Submarine Base | Statement: [Royal Malaysian Navy, submarineBase, Sepanggar Bay Submarine Base]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sepanggar Bay Submarine Base Context triple: [Royal Malaysian Navy, submarineBase, Sepanggar Bay Submarine Base]
-
A.
Sepanggar Naval Base
chosen
Sepanggar Naval Base is a key Royal Malaysian Navy installation in Sabah, Malaysia, serving as a major operational hub for naval activities in the South China Sea region.
-
B.
Sandakan Naval Base
Sandakan Naval Base is a Royal Malaysian Navy installation in Sabah, Malaysia, serving as a key operational hub for maritime security and patrols in the eastern waters of the country.
-
C.
Changi Naval Base
Changi Naval Base is Singapore’s primary naval facility, serving as a modern deep-water base that supports the Republic of Singapore Navy’s operations and hosts visiting foreign warships.
-
D.
Pengerang Integrated Complex
Pengerang Integrated Complex is a large-scale downstream oil and gas hub in Johor, Malaysia, integrating refining, petrochemical, and associated facilities.
-
E.
Pulau Bako
Pulau Bako is one of the small islands within Indonesia’s Riung 17 Islands Marine Park, known for its coastal scenery and marine biodiversity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: submarineBase Context triple: [Royal Malaysian Navy, submarineBase, Sepanggar Bay Submarine Base]
-
A.
navalBaseType
Indicates the specific category or classification of a naval base in terms of its role, function, or operational characteristics.
-
B.
engagedSubmarines
Indicates that one entity took hostile or combat action against submarines belonging to another entity.
-
C.
antiSubmarineArmament
Indicates the type or presence of weapons or equipment specifically designed for anti-submarine warfare associated with an entity.
-
D.
primarySubmarineClassSupported
Indicates that an entity is designed to support, service, or operate primarily with a specific class of submarines.
-
E.
isNavalBase
chosen
Indicates that a location functions as a naval base, serving as an operational facility or station for naval forces.
- F. None of above.
Provenance (4 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_69ca8312d63c8190bf133b676b44a385 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb84c941988190884a5c0cbb44bcc2 |
completed | March 31, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4db8bd5481909bb41053832f60ba |
completed | April 2, 2026, 11:06 a.m. |
| PD | Predicate disambiguation | batch_69cb70d70ea081909c3dc1bd2ec14f85 |
completed | March 31, 2026, 6:59 a.m. |
Created at: March 30, 2026, 6:06 p.m.