Triple

T20860133
Position Surface form Disambiguated ID Type / Status
Subject Federal ministries of Malaysia E513592 entity
Predicate hasPart P35 FINISHED
Object Ministry of Digital (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: Ministry of Digital (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Digital (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Digital (Malaysia)
Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Digital (Malaysia)]
  • A. Ministry of Communications and Information (Singapore)
    The Ministry of Communications and Information (Singapore) is a government ministry responsible for national policies and services related to information and communications technology, media, public communications, and the national library and archives.
  • B. NI Malaysia
    NI Malaysia is the Malaysian branch of National Instruments, providing test, measurement, and automation hardware, software, and engineering services to customers in the region.
  • C. Government of Malaysia
    The Government of Malaysia is the federal authority of Malaysia, responsible for national governance, policymaking, and international relations, including its role as a founding member of the Association of Southeast Asian Nations (ASEAN).
  • D. 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.
  • E. Ministry of Digital Economy and Entrepreneurship (Jordan)
    The Ministry of Digital Economy and Entrepreneurship (Jordan) is a government body responsible for advancing the country’s digital transformation, information and communications technology sector, and startup and innovation ecosystem.
  • 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: Ministry of Digital (Malaysia)
Target entity description: The Ministry of Digital (Malaysia) is a federal government ministry responsible for shaping the country’s digital economy, technology development, and related national digital policies.
  • A. Ministry of Communications and Information (Singapore)
    The Ministry of Communications and Information (Singapore) is a government ministry responsible for national policies and services related to information and communications technology, media, public communications, and the national library and archives.
  • B. NI Malaysia
    NI Malaysia is the Malaysian branch of National Instruments, providing test, measurement, and automation hardware, software, and engineering services to customers in the region.
  • C. Government of Malaysia
    The Government of Malaysia is the federal authority of Malaysia, responsible for national governance, policymaking, and international relations, including its role as a founding member of the Association of Southeast Asian Nations (ASEAN).
  • D. 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.
  • E. Ministry of Digital Economy and Entrepreneurship (Jordan)
    The Ministry of Digital Economy and Entrepreneurship (Jordan) is a government body responsible for advancing the country’s digital transformation, information and communications technology sector, and startup and innovation ecosystem.
  • 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3aba3d0819093431f38f0095a71 completed April 21, 2026, 12:24 a.m.
Created at: April 16, 2026, 12:44 p.m.