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.