Triple

T20860116
Position Surface form Disambiguated ID Type / Status
Subject Federal ministries of Malaysia E513592 entity
Predicate hasPart P35 FINISHED
Object Ministry of Works (Malaysia)
The Ministry of Works (Malaysia) is a federal government ministry responsible for national public infrastructure, including roads, highways, and government buildings.
 E1454606 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 Works (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Works (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Works (Malaysia)
Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Works (Malaysia)]
  • A. Public Works Department of Johor
    The Public Works Department of Johor is a state government agency in Johor, Malaysia, responsible for planning, constructing, and maintaining public infrastructure and facilities.
  • B. Ministry of Works
    The Ministry of Works was a former UK government department responsible for the construction, maintenance, and preservation of public buildings and historic monuments.
  • C. 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.
  • D. Ministry of Transport Malaysia
    The Ministry of Transport Malaysia is the federal government ministry responsible for national transportation policy, regulation, and infrastructure development across sectors such as aviation, maritime, rail, and road in Malaysia.
  • 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 Works (Malaysia)
Triple: [Federal ministries of Malaysia, hasPart, Ministry of Works (Malaysia)]
Generated description
The Ministry of Works (Malaysia) is a federal government ministry responsible for national public infrastructure, including roads, highways, and government buildings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Works (Malaysia)
Target entity description: The Ministry of Works (Malaysia) is a federal government ministry responsible for national public infrastructure, including roads, highways, and government buildings.
  • A. Public Works Department of Johor
    The Public Works Department of Johor is a state government agency in Johor, Malaysia, responsible for planning, constructing, and maintaining public infrastructure and facilities.
  • B. Ministry of Works
    The Ministry of Works was a former UK government department responsible for the construction, maintenance, and preservation of public buildings and historic monuments.
  • C. 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.
  • D. Ministry of Transport Malaysia
    The Ministry of Transport Malaysia is the federal government ministry responsible for national transportation policy, regulation, and infrastructure development across sectors such as aviation, maritime, rail, and road in Malaysia.
  • 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

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.