Triple

T13475392
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Finance (Malaysia) E318236 entity
Predicate hasChildAgency P48916 FINISHED
Object Valuation and Property Services Department (Malaysia)
The Valuation and Property Services Department (Malaysia) is a government agency responsible for property valuation, real estate data, and related advisory services to support fiscal, taxation, and land administration functions in the country.
E1043010 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: Valuation and Property Services Department (Malaysia) | Statement: [Ministry of Finance (Malaysia), hasChildAgency, Valuation and Property Services Department (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Valuation and Property Services Department (Malaysia)
Context triple: [Ministry of Finance (Malaysia), hasChildAgency, Valuation and Property Services Department (Malaysia)]
  • A. Public Works Department of Malaya
    The Public Works Department of Malaya was a colonial-era government engineering and architectural agency responsible for designing and constructing major public buildings and infrastructure across Malaya.
  • B. Putrajaya Corporation
    Putrajaya Corporation is the local authority responsible for administering and developing Malaysia’s federal administrative capital, Putrajaya, including its public infrastructure and landmarks.
  • C. Department of Survey and Mapping Malaysia
    The Department of Survey and Mapping Malaysia is the national authority responsible for land surveying, mapping, and geospatial management across Malaysia.
  • D. state land and survey departments of Malaysia
    The state land and survey departments of Malaysia are regional government agencies responsible for managing land administration, cadastral surveying, and related mapping functions within their respective states.
  • E. National Audit Department of Malaysia
    The National Audit Department of Malaysia is the federal government’s supreme audit institution responsible for independently examining and reporting on the management and use of public funds.
  • 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: Valuation and Property Services Department (Malaysia)
Triple: [Ministry of Finance (Malaysia), hasChildAgency, Valuation and Property Services Department (Malaysia)]
Generated description
The Valuation and Property Services Department (Malaysia) is a government agency responsible for property valuation, real estate data, and related advisory services to support fiscal, taxation, and land administration functions in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Valuation and Property Services Department (Malaysia)
Target entity description: The Valuation and Property Services Department (Malaysia) is a government agency responsible for property valuation, real estate data, and related advisory services to support fiscal, taxation, and land administration functions in the country.
  • A. Public Works Department of Malaya
    The Public Works Department of Malaya was a colonial-era government engineering and architectural agency responsible for designing and constructing major public buildings and infrastructure across Malaya.
  • B. Putrajaya Corporation
    Putrajaya Corporation is the local authority responsible for administering and developing Malaysia’s federal administrative capital, Putrajaya, including its public infrastructure and landmarks.
  • C. Department of Survey and Mapping Malaysia
    The Department of Survey and Mapping Malaysia is the national authority responsible for land surveying, mapping, and geospatial management across Malaysia.
  • D. state land and survey departments of Malaysia
    The state land and survey departments of Malaysia are regional government agencies responsible for managing land administration, cadastral surveying, and related mapping functions within their respective states.
  • E. National Audit Department of Malaysia
    The National Audit Department of Malaysia is the federal government’s supreme audit institution responsible for independently examining and reporting on the management and use of public funds.
  • 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf2551b48190a074fd256791742d completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7462f94988190a857fa8cd32cdd0a completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f748dfd4f081908fd5d77fe70f9db4 completed May 3, 2026, 1:08 p.m.
NED2 Entity disambiguation (via description) batch_69f74965c53081909c662f7f991849bf completed May 3, 2026, 1:11 p.m.
Created at: April 9, 2026, 9:42 p.m.