Triple
T2081764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bank Negara Malaysia |
E45258
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
BNM Sukuk Berhad
BNM Sukuk Berhad is a special-purpose vehicle established by Malaysia’s central bank to issue sukuk (Islamic bonds) for funding and monetary operations.
|
E45258
|
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: BNM Sukuk Berhad | Statement: [Bank Negara Malaysia, subsidiary, BNM Sukuk Berhad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BNM Sukuk Berhad Context triple: [Bank Negara Malaysia, subsidiary, BNM Sukuk Berhad]
-
A.
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.
-
B.
Khazanah Nasional
Khazanah Nasional is Malaysia’s sovereign wealth fund, responsible for managing the government’s commercial assets and strategic investments domestically and abroad.
-
C.
Bank Rakyat Indonesia
Bank Rakyat Indonesia is one of Indonesia’s largest and oldest state-owned banks, best known for its extensive microfinance and rural banking services.
-
D.
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.
-
E.
Equator Bank
Equator Bank was a financial institution where future Liberian president and economist Ellen Johnson Sirleaf held a professional position during her banking career.
- 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: BNM Sukuk Berhad Triple: [Bank Negara Malaysia, subsidiary, BNM Sukuk Berhad]
Generated description
BNM Sukuk Berhad is a special-purpose vehicle established by Malaysia’s central bank to issue sukuk (Islamic bonds) for funding and monetary operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BNM Sukuk Berhad Target entity description: BNM Sukuk Berhad is a special-purpose vehicle established by Malaysia’s central bank to issue sukuk (Islamic bonds) for funding and monetary operations.
-
A.
Bank Negara Malaysia
chosen
Bank Negara Malaysia is the central bank of Malaysia, responsible for formulating monetary policy, issuing currency, and overseeing the country’s financial system.
-
B.
Khazanah Nasional
Khazanah Nasional is Malaysia’s sovereign wealth fund, responsible for managing the government’s commercial assets and strategic investments domestically and abroad.
-
C.
Bank Rakyat Indonesia
Bank Rakyat Indonesia is one of Indonesia’s largest and oldest state-owned banks, best known for its extensive microfinance and rural banking services.
-
D.
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.
-
E.
Equator Bank
Equator Bank was a financial institution where future Liberian president and economist Ellen Johnson Sirleaf held a professional position during her banking career.
- F. None of above.
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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba35c2588190933dba882f52dd17 |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae273ad87c8190a7b1407868692202 |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae27b37548819090da80c034a0295e |
completed | March 9, 2026, 1:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2819ec2481908652e9165d1a6636 |
completed | March 9, 2026, 1:53 a.m. |
Created at: March 4, 2026, 7:41 p.m.