Triple

T23283073
Position Surface form Disambiguated ID Type / Status
Subject Singapore Ministry of Defence E588918 entity
Predicate oversees P46 FINISHED
Object Defence Science Organisation National Laboratories
Defence Science Organisation National Laboratories is Singapore’s national defence research and development agency, responsible for advancing military technologies and capabilities for the country’s armed forces.
E1578420 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: Defence Science Organisation National Laboratories | Statement: [Singapore Ministry of Defence, oversees, Defence Science Organisation National Laboratories]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Defence Science Organisation National Laboratories
Context triple: [Singapore Ministry of Defence, oversees, Defence Science Organisation National Laboratories]
  • A. Directorate of Defense Research and Development
    The Directorate of Defense Research and Development is Israel’s principal government body responsible for planning, funding, and managing the development of advanced military technologies and defense systems.
  • B. State Administration for Science, Technology and Industry for National Defence
    The State Administration for Science, Technology and Industry for National Defence is a Chinese government agency responsible for managing the country’s defense-related science, technology, and industrial development, including major space and weapons programs.
  • C. Defence Research and Development Organisation
    The Defence Research and Development Organisation (DRDO) is India's premier government agency responsible for the research, development, and production of advanced military technologies and systems for the Indian Armed Forces.
  • D. Directorate of Science and Technology
    The Directorate of Science and Technology is the branch of the CIA responsible for developing and applying advanced technologies to support U.S. intelligence collection and analysis.
  • E. DoD research laboratories
    DoD research laboratories are U.S. Department of Defense scientific and engineering facilities that conduct advanced research, development, and testing to support military technologies and capabilities.
  • 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: Defence Science Organisation National Laboratories
Triple: [Singapore Ministry of Defence, oversees, Defence Science Organisation National Laboratories]
Generated description
Defence Science Organisation National Laboratories is Singapore’s national defence research and development agency, responsible for advancing military technologies and capabilities for the country’s armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Defence Science Organisation National Laboratories
Target entity description: Defence Science Organisation National Laboratories is Singapore’s national defence research and development agency, responsible for advancing military technologies and capabilities for the country’s armed forces.
  • A. Directorate of Defense Research and Development
    The Directorate of Defense Research and Development is Israel’s principal government body responsible for planning, funding, and managing the development of advanced military technologies and defense systems.
  • B. State Administration for Science, Technology and Industry for National Defence
    The State Administration for Science, Technology and Industry for National Defence is a Chinese government agency responsible for managing the country’s defense-related science, technology, and industrial development, including major space and weapons programs.
  • C. Defence Research and Development Organisation
    The Defence Research and Development Organisation (DRDO) is India's premier government agency responsible for the research, development, and production of advanced military technologies and systems for the Indian Armed Forces.
  • D. Directorate of Science and Technology
    The Directorate of Science and Technology is the branch of the CIA responsible for developing and applying advanced technologies to support U.S. intelligence collection and analysis.
  • E. DoD research laboratories
    DoD research laboratories are U.S. Department of Defense scientific and engineering facilities that conduct advanced research, development, and testing to support military technologies and capabilities.
  • 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.