Triple
T2155634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Labuan |
E47879
|
entity |
| Predicate | hasFinancialRegulator |
P16099
|
FINISHED |
| Object |
Labuan Financial Services Authority
Labuan Financial Services Authority is the statutory body that regulates and develops Labuan International Business and Financial Centre in Malaysia, overseeing its banking, insurance, trust, and other offshore financial activities.
|
E240763
|
NE FINISHED |
How this triple was built (5 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: Labuan Financial Services Authority | Statement: [Labuan, hasFinancialRegulator, Labuan Financial Services Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Labuan Financial Services Authority Context triple: [Labuan, hasFinancialRegulator, Labuan Financial Services Authority]
-
A.
Otoritas Jasa Keuangan
Otoritas Jasa Keuangan is Indonesia’s independent financial services authority responsible for regulating and supervising the country’s banking, capital markets, and non-bank financial industries.
-
B.
Bank Indonesia
Bank Indonesia is the central bank of the Republic of Indonesia, responsible for formulating and implementing the country’s monetary policy, maintaining financial system stability, and issuing the national currency.
-
C.
Bank Negara Malaysia
Bank Negara Malaysia is the central bank of Malaysia, responsible for formulating monetary policy, issuing currency, and overseeing the country’s financial system.
-
D.
Monetary Authority of Singapore
The Monetary Authority of Singapore is Singapore’s central bank and integrated financial regulator, responsible for formulating monetary policy, overseeing the financial sector, and maintaining financial stability.
-
E.
Khazanah Nasional
Khazanah Nasional is Malaysia’s sovereign wealth fund, responsible for managing the government’s commercial assets and strategic investments domestically and abroad.
- 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: Labuan Financial Services Authority Triple: [Labuan, hasFinancialRegulator, Labuan Financial Services Authority]
Generated description
Labuan Financial Services Authority is the statutory body that regulates and develops Labuan International Business and Financial Centre in Malaysia, overseeing its banking, insurance, trust, and other offshore financial activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Labuan Financial Services Authority Target entity description: Labuan Financial Services Authority is the statutory body that regulates and develops Labuan International Business and Financial Centre in Malaysia, overseeing its banking, insurance, trust, and other offshore financial activities.
-
A.
Otoritas Jasa Keuangan
Otoritas Jasa Keuangan is Indonesia’s independent financial services authority responsible for regulating and supervising the country’s banking, capital markets, and non-bank financial industries.
-
B.
Bank Indonesia
Bank Indonesia is the central bank of the Republic of Indonesia, responsible for formulating and implementing the country’s monetary policy, maintaining financial system stability, and issuing the national currency.
-
C.
Bank Negara Malaysia
Bank Negara Malaysia is the central bank of Malaysia, responsible for formulating monetary policy, issuing currency, and overseeing the country’s financial system.
-
D.
Monetary Authority of Singapore
The Monetary Authority of Singapore is Singapore’s central bank and integrated financial regulator, responsible for formulating monetary policy, overseeing the financial sector, and maintaining financial stability.
-
E.
Khazanah Nasional
Khazanah Nasional is Malaysia’s sovereign wealth fund, responsible for managing the government’s commercial assets and strategic investments domestically and abroad.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFinancialRegulator Context triple: [Labuan, hasFinancialRegulator, Labuan Financial Services Authority]
-
A.
tradeRegulator
Indicates that an entity has authority to oversee, control, or enforce rules governing trade activities or commercial exchanges involving another entity.
-
B.
regulatingAgency
chosen
Indicates that one entity serves as the official authority responsible for overseeing, controlling, or enforcing rules and standards on another entity or activity.
-
C.
hasRegulatoryOrCulturalBody
Indicates that an entity is overseen, guided, or influenced by a formal regulatory authority or a culturally significant governing body.
-
D.
hasFinancialInstitution
Indicates that one entity is associated with or linked to a financial institution, such as a bank or similar financial service provider.
-
E.
regulatedIn
Indicates that one entity’s activity, expression, or occurrence is controlled, influenced, or modulated by another entity within a specific context or system.
- F. None of above.
Provenance (6 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_69a88a1d1fd8819088b34990d69a712f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe669c188190bb4c1c391ca848b0 |
completed | March 7, 2026, 5:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58e53fe481908fa4035ee98bd6ca |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae5a612f7081909fe82c45d07f3311 |
completed | March 9, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5b09402c81908b68e4ad4c06f215 |
completed | March 9, 2026, 5:30 a.m. |
| PD | Predicate disambiguation | batch_69abbd9a60648190b20b116be5c7ad98 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:44 p.m.