Triple

T20860137
Position Surface form Disambiguated ID Type / Status
Subject Federal ministries of Malaysia E513592 entity
Predicate hasPart P35 FINISHED
Object Ministry of Housing and Local Government (historical) (Malaysia)
The Ministry of Housing and Local Government (historical) in Malaysia was a former federal ministry responsible for national housing policy, urban development, and oversight of local government administration.
E1454621 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: Ministry of Housing and Local Government (historical) (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Housing and Local Government (historical) (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Housing and Local Government (historical) (Malaysia)
Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Housing and Local Government (historical) (Malaysia)]
  • A. Ministry of Home Affairs (Malaysia)
    The Ministry of Home Affairs (Malaysia) is a key federal government ministry responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
  • B. Local Government Act 1976 of Malaysia
    The Local Government Act 1976 of Malaysia is a key federal law that structures, regulates, and empowers local authorities and municipal governance throughout the country.
  • C. Department of Housing, Local Government and Heritage
    The Department of Housing, Local Government and Heritage is an Irish government department responsible for national policy on housing, local government administration, planning, and the protection and management of Ireland’s built and natural heritage.
  • D. Ministry of Housing and Land Use Planning
    The Ministry of Housing and Land Use Planning is a Mauritian government ministry responsible for national policies and regulations on housing development, land use, and spatial planning.
  • E. Ministry of Federal Territories of Malaysia
    The Ministry of Federal Territories of Malaysia is a federal government ministry responsible for the administration, development, and governance of Malaysia’s federal territories, including Kuala Lumpur, Putrajaya, and Labuan.
  • 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: Ministry of Housing and Local Government (historical) (Malaysia)
Triple: [Federal ministries of Malaysia, hasPart, Ministry of Housing and Local Government (historical) (Malaysia)]
Generated description
The Ministry of Housing and Local Government (historical) in Malaysia was a former federal ministry responsible for national housing policy, urban development, and oversight of local government administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Housing and Local Government (historical) (Malaysia)
Target entity description: The Ministry of Housing and Local Government (historical) in Malaysia was a former federal ministry responsible for national housing policy, urban development, and oversight of local government administration.
  • A. Ministry of Natural Resources and Environment (historical) (Malaysia)
    The Ministry of Natural Resources and Environment (historical) in Malaysia was a former federal government ministry responsible for overseeing the country’s natural resources, environmental conservation, and related policy development.
  • B. Ministry of Home Affairs (Malaysia)
    The Ministry of Home Affairs (Malaysia) is a key federal government ministry responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
  • C. Local Government Act 1976 of Malaysia
    The Local Government Act 1976 of Malaysia is a key federal law that structures, regulates, and empowers local authorities and municipal governance throughout the country.
  • D. Ministry of Multimedia and Communications (historical) (Malaysia)
    The Ministry of Multimedia and Communications (historical) in Malaysia was a former federal government ministry responsible for overseeing the country’s communications, broadcasting, and multimedia sectors.
  • E. Department of Housing, Local Government and Heritage
    The Department of Housing, Local Government and Heritage is an Irish government department responsible for national policy on housing, local government administration, planning, and the protection and management of Ireland’s built and natural heritage.
  • 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3aba3d0819093431f38f0095a71 completed April 21, 2026, 12:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b0d847481908e4108d8bff97655 completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090ba60a848190a451883326a0c198 completed May 17, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_6a090fd62538819095c04324d3714371 completed May 17, 2026, 12:46 a.m.
Created at: April 16, 2026, 12:44 p.m.