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
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.
|
E1354383
|
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: 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.
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: Bapa Pembangunan (Father of Development) of Malaysia Triple: [Abdul Razak Hussein, alsoKnownAs, Bapa Pembangunan (Father of Development) of Malaysia]
Generated 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.
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 (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_69d8dd025c188190a1d81f5b4ec7e2c6 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d6e166088190937ef19739437f7c |
completed | April 20, 2026, 7:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05be56412081909ff1053248e7145a |
completed | May 14, 2026, 12:21 p.m. |
| NEDg | Description generation | batch_6a05bfc05b70819081466bad1b6fdda1 |
completed | May 14, 2026, 12:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05c0283b08819089ad422861efbcbb |
completed | May 14, 2026, 12:29 p.m. |
Created at: April 10, 2026, 12:02 p.m.