Triple

T8838715
Position Surface form Disambiguated ID Type / Status
Subject Universiti Teknologi MARA E210331 entity
Predicate affiliation P10 FINISHED
Object Majlis Amanah Rakyat
Majlis Amanah Rakyat (MARA) is a Malaysian government agency focused on empowering the Bumiputera community through education, entrepreneurship, and socio-economic development programs.
E761405 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: Majlis Amanah Rakyat | Statement: [Universiti Teknologi MARA, affiliation, Majlis Amanah Rakyat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Majlis Amanah Rakyat
Context triple: [Universiti Teknologi MARA, affiliation, Majlis Amanah Rakyat]
  • A. People's Majlis
    The People's Majlis is the unicameral parliament of the Maldives, responsible for making national laws and overseeing the government.
  • B. Senate of Malaysia
    The Senate of Malaysia is the upper house of the Malaysian Parliament, comprising appointed and indirectly elected members who review and refine legislation proposed by the lower house.
  • C. Parliament of Malaysia
    The Parliament of Malaysia is the country's bicameral national legislature, consisting of the Dewan Rakyat (House of Representatives) and the Dewan Negara (Senate), responsible for making federal laws and overseeing the government.
  • D. Dewan Rakyat
    Dewan Rakyat is the lower house of Malaysia’s bicameral federal parliament, comprising elected representatives who debate and pass national legislation.
  • E. Legislative Council of the Federation of Malaya
    The Legislative Council of the Federation of Malaya was the colonial-era legislative body that governed the Federation of Malaya prior to its independence and the establishment of a fully sovereign parliamentary system.
  • 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: Majlis Amanah Rakyat
Triple: [Universiti Teknologi MARA, affiliation, Majlis Amanah Rakyat]
Generated description
Majlis Amanah Rakyat (MARA) is a Malaysian government agency focused on empowering the Bumiputera community through education, entrepreneurship, and socio-economic development programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Majlis Amanah Rakyat
Target entity description: Majlis Amanah Rakyat (MARA) is a Malaysian government agency focused on empowering the Bumiputera community through education, entrepreneurship, and socio-economic development programs.
  • A. People's Majlis
    The People's Majlis is the unicameral parliament of the Maldives, responsible for making national laws and overseeing the government.
  • B. Senate of Malaysia
    The Senate of Malaysia is the upper house of the Malaysian Parliament, comprising appointed and indirectly elected members who review and refine legislation proposed by the lower house.
  • C. Parliament of Malaysia
    The Parliament of Malaysia is the country's bicameral national legislature, consisting of the Dewan Rakyat (House of Representatives) and the Dewan Negara (Senate), responsible for making federal laws and overseeing the government.
  • D. Dewan Rakyat
    Dewan Rakyat is the lower house of Malaysia’s bicameral federal parliament, comprising elected representatives who debate and pass national legislation.
  • E. Legislative Council of the Federation of Malaya
    The Legislative Council of the Federation of Malaya was the colonial-era legislative body that governed the Federation of Malaya prior to its independence and the establishment of a fully sovereign parliamentary system.
  • 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_69ca8388549c819095fd94eadefbb007 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc606c60ac8190b2b6bd7f042c02f8 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89933e8c81909672bcec70f7d5ce completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8bb6d7dc8190a91864130513fa4e completed April 3, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf8ca3e2788190a33fb28132944759 completed April 3, 2026, 9:47 a.m.
Created at: March 30, 2026, 6:48 p.m.