Triple

T23283105
Position Surface form Disambiguated ID Type / Status
Subject Singapore Ministry of Defence E588918 entity
Predicate governs P760 FINISHED
Object Singapore Armed Forces Act (implementation)
The Singapore Armed Forces Act (implementation) comprises the detailed regulations and procedures that operationalize Singapore’s primary military legislation, guiding the conduct, discipline, and administration of the Singapore Armed Forces.
E1578423 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: Singapore Armed Forces Act (implementation) | Statement: [Singapore Ministry of Defence, governs, Singapore Armed Forces Act (implementation)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Singapore Armed Forces Act (implementation)
Context triple: [Singapore Ministry of Defence, governs, Singapore Armed Forces Act (implementation)]
  • A. Armed Forces Act of Malaysia
    The Armed Forces Act of Malaysia is the primary legislation that governs the organization, discipline, and legal framework of the Malaysian Armed Forces.
  • B. Singapore Arms and Flag and National Anthem Act
    The Singapore Arms and Flag and National Anthem Act is a Singaporean statute that regulates the proper use, display, and protection of the nation’s coat of arms, flag, and national anthem.
  • C. Defence Act, 2002
    The Defence Act, 2002 is South Africa’s primary legislation governing the structure, powers, and administration of the South African National Defence Force and the country’s broader defence policy framework.
  • D. Armed Forces Act
    The Armed Forces Act is a key piece of UK legislation that governs the organization, discipline, and legal framework of the British Armed Forces.
  • E. Singapore Armed Forces (ceremonial)
    The Singapore Armed Forces (ceremonial) refers to the formal, symbolic role and representation of Singapore’s military in state functions, parades, and official ceremonies under the authority of the President.
  • 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: Singapore Armed Forces Act (implementation)
Triple: [Singapore Ministry of Defence, governs, Singapore Armed Forces Act (implementation)]
Generated description
The Singapore Armed Forces Act (implementation) comprises the detailed regulations and procedures that operationalize Singapore’s primary military legislation, guiding the conduct, discipline, and administration of the Singapore Armed Forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Singapore Armed Forces Act (implementation)
Target entity description: The Singapore Armed Forces Act (implementation) comprises the detailed regulations and procedures that operationalize Singapore’s primary military legislation, guiding the conduct, discipline, and administration of the Singapore Armed Forces.
  • A. Armed Forces Act of Malaysia
    The Armed Forces Act of Malaysia is the primary legislation that governs the organization, discipline, and legal framework of the Malaysian Armed Forces.
  • B. Singapore Arms and Flag and National Anthem Act
    The Singapore Arms and Flag and National Anthem Act is a Singaporean statute that regulates the proper use, display, and protection of the nation’s coat of arms, flag, and national anthem.
  • C. Defence Act, 2002
    The Defence Act, 2002 is South Africa’s primary legislation governing the structure, powers, and administration of the South African National Defence Force and the country’s broader defence policy framework.
  • D. Armed Forces Act
    The Armed Forces Act is a key piece of UK legislation that governs the organization, discipline, and legal framework of the British Armed Forces.
  • E. Singapore Armed Forces (ceremonial)
    The Singapore Armed Forces (ceremonial) refers to the formal, symbolic role and representation of Singapore’s military in state functions, parades, and official ceremonies under the authority of the President.
  • 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_69e25d16e2c08190a291de254703129e completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f196447a748190bd797ec9baa63fc3 completed April 29, 2026, 5:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f813f248190b56ed6a7fc074989 completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c405ca9e081908adeedd69acb8ed2 completed May 19, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c443c4540819096f1a41d9c24a706 completed May 19, 2026, 11:06 a.m.
Created at: April 17, 2026, 4:58 p.m.