Triple

T19023634
Position Surface form Disambiguated ID Type / Status
Subject Abdul Razak Hussein E465549 entity
Predicate alsoKnownAs P39 FINISHED
Object Bapa Pembangunan (Father of Development) of Malaysia NE NERFINISHED

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: Bapa Pembangunan (Father of Development) of Malaysia | Statement: [Abdul Razak Hussein, alsoKnownAs, Bapa Pembangunan (Father of Development) of Malaysia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bapa Pembangunan (Father of Development) of Malaysia
Context triple: [Abdul Razak Hussein, alsoKnownAs, Bapa Pembangunan (Father of Development) of Malaysia]
  • A. Economic Planning Unit (Malaysia)
    The Economic Planning Unit (Malaysia) is a key government agency responsible for formulating and coordinating the country’s socio-economic development policies and long-term national plans.
  • B. Minister of Finance (Malaysia)
    The Minister of Finance (Malaysia) is the senior government official responsible for overseeing the country’s fiscal policy, national budget, taxation, and overall financial and economic management.
  • C. Iskandar Malaysia
    Iskandar Malaysia is a major economic development corridor in southern Johor, Malaysia, focused on urbanization, industry, and cross-border investment with nearby Singapore.
  • D. Menteri Besar in Malaysia
    Menteri Besar in Malaysia are the heads of government for most Malaysian states, functioning similarly to state prime ministers within the country’s federal system.
  • E. Minister of Finance (Incorporated) of Malaysia
    The Minister of Finance (Incorporated) of Malaysia is a government-owned corporate body that holds and manages the federal government’s commercial assets and investments under the authority of the Minister of Finance.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bapa Pembangunan (Father of Development) of Malaysia
Target entity description: Bapa Pembangunan (Father of Development) of Malaysia is the honorific title given to Abdul Razak Hussein, Malaysia’s second prime minister, in recognition of his pivotal role in shaping the nation’s post-independence development policies and modernization.
  • A. Economic Planning Unit (Malaysia)
    The Economic Planning Unit (Malaysia) is a key government agency responsible for formulating and coordinating the country’s socio-economic development policies and long-term national plans.
  • B. Minister of Finance (Malaysia)
    The Minister of Finance (Malaysia) is the senior government official responsible for overseeing the country’s fiscal policy, national budget, taxation, and overall financial and economic management.
  • C. Iskandar Malaysia
    Iskandar Malaysia is a major economic development corridor in southern Johor, Malaysia, focused on urbanization, industry, and cross-border investment with nearby Singapore.
  • D. Menteri Besar in Malaysia
    Menteri Besar in Malaysia are the heads of government for most Malaysian states, functioning similarly to state prime ministers within the country’s federal system.
  • E. Minister of Finance (Incorporated) of Malaysia
    The Minister of Finance (Incorporated) of Malaysia is a government-owned corporate body that holds and manages the federal government’s commercial assets and investments under the authority of the Minister of Finance.
  • F. None of above. chosen

Provenance (2 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_69d8dd025c188190a1d81f5b4ec7e2c6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6e166088190937ef19739437f7c completed April 20, 2026, 7:33 a.m.
Created at: April 10, 2026, 12:02 p.m.