Triple

T12030860

Position	Surface form	Disambiguated ID	Type / Status
Subject	Riza Aziz	`E286399`	entity
Predicate	associatedWith	`P37`	FINISHED
Object	1Malaysia Development Berhad (1MDB) 1Malaysia Development Berhad (1MDB) is a Malaysian state investment fund that became globally notorious for a massive corruption and money-laundering scandal involving billions of dollars in misappropriated funds.	`E960995`	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: 1Malaysia Development Berhad (1MDB) | Statement: [Riza Aziz, associatedWith, 1Malaysia Development Berhad (1MDB)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: 1Malaysia Development Berhad (1MDB)
Context triple: [Riza Aziz, associatedWith, 1Malaysia Development Berhad (1MDB)]

A. Permodalan Nasional Berhad
Permodalan Nasional Berhad is a Malaysian government-linked investment company that manages national unit trust funds and strategic assets on behalf of Malaysian investors.
B. Ministry of Finance (Malaysia)
The Ministry of Finance (Malaysia) is the federal government ministry responsible for managing the country’s public finances, economic policy, taxation, and fiscal planning.
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. Economic Development Board (Singapore)
The Economic Development Board (Singapore) is the government agency responsible for driving Singapore’s economic growth by attracting foreign investment and fostering the development of key industries.
E. Monetary Policy Committee of Bank Negara Malaysia
The Monetary Policy Committee of Bank Negara Malaysia is the decision-making body responsible for setting Malaysia’s monetary policy, including key interest rates, to achieve price stability and support sustainable economic growth.
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: 1Malaysia Development Berhad (1MDB)
Triple: [Riza Aziz, associatedWith, 1Malaysia Development Berhad (1MDB)]

Generated description

1Malaysia Development Berhad (1MDB) is a Malaysian state investment fund that became globally notorious for a massive corruption and money-laundering scandal involving billions of dollars in misappropriated funds.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: 1Malaysia Development Berhad (1MDB)
Target entity description: 1Malaysia Development Berhad (1MDB) is a Malaysian state investment fund that became globally notorious for a massive corruption and money-laundering scandal involving billions of dollars in misappropriated funds.

A. Permodalan Nasional Berhad
Permodalan Nasional Berhad is a Malaysian government-linked investment company that manages national unit trust funds and strategic assets on behalf of Malaysian investors.
B. Ministry of Finance (Malaysia)
The Ministry of Finance (Malaysia) is the federal government ministry responsible for managing the country’s public finances, economic policy, taxation, and fiscal planning.
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. Economic Development Board (Singapore)
The Economic Development Board (Singapore) is the government agency responsible for driving Singapore’s economic growth by attracting foreign investment and fostering the development of key industries.
E. Monetary Policy Committee of Bank Negara Malaysia
The Monetary Policy Committee of Bank Negara Malaysia is the decision-making body responsible for setting Malaysia’s monetary policy, including key interest rates, to achieve price stability and support sustainable economic growth.
F. None of above. chosen

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_69d6ab4669e48190b59246358b0383ab`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d903f24490819092ec911d6ed8e24b`	completed	April 10, 2026, 2:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f49d5fd0708190860201a4a8c6fe7c`	completed	May 1, 2026, 12:32 p.m.
NEDg	Description generation	`batch_69f53d930714819080f92d223d930389`	completed	May 1, 2026, 11:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69f56495830c8190ad5e1767f251b4c5`	completed	May 2, 2026, 2:42 a.m.

Created at: April 8, 2026, 9:47 p.m.