Triple

T2755536
Position Surface form Disambiguated ID Type / Status
Subject Federal Ministries of Nigeria E61090 entity
Predicate includes P1393 FINISHED
Object Federal Ministry of Aviation and Aerospace Development
The Federal Ministry of Aviation and Aerospace Development is Nigeria’s national government body responsible for formulating and implementing policies, regulations, and strategic initiatives for the country’s aviation and aerospace sectors.
E295748 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: Federal Ministry of Aviation and Aerospace Development | Statement: [Federal Ministries of Nigeria, includes, Federal Ministry of Aviation and Aerospace Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Ministry of Aviation and Aerospace Development
Context triple: [Federal Ministries of Nigeria, includes, Federal Ministry of Aviation and Aerospace Development]
  • A. Agency for Defense Development
    The Agency for Defense Development is South Korea’s national defense research organization responsible for developing advanced military technologies and weapons systems.
  • B. Ministry of Technology
    The Ministry of Technology was a UK government department responsible for promoting technological innovation and coordinating industrial and scientific policy during the 1960s.
  • C. Aero Bureau
    Aero Bureau is the aviation unit of the Los Angeles County Sheriff's Department, providing airborne law enforcement, search and rescue, and support services throughout the county.
  • D. Ministry of Aircraft Production
    The Ministry of Aircraft Production was a British government department during World War II responsible for overseeing and accelerating the design, manufacture, and supply of military aircraft.
  • E. German Aerospace Center (DLR)
    The German Aerospace Center (DLR) is Germany’s national research center for aeronautics and space, conducting cutting-edge research and development in aviation, spaceflight, energy, transport, and security.
  • 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: Federal Ministry of Aviation and Aerospace Development
Triple: [Federal Ministries of Nigeria, includes, Federal Ministry of Aviation and Aerospace Development]
Generated description
The Federal Ministry of Aviation and Aerospace Development is Nigeria’s national government body responsible for formulating and implementing policies, regulations, and strategic initiatives for the country’s aviation and aerospace sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Ministry of Aviation and Aerospace Development
Target entity description: The Federal Ministry of Aviation and Aerospace Development is Nigeria’s national government body responsible for formulating and implementing policies, regulations, and strategic initiatives for the country’s aviation and aerospace sectors.
  • A. Agency for Defense Development
    The Agency for Defense Development is South Korea’s national defense research organization responsible for developing advanced military technologies and weapons systems.
  • B. Ministry of Technology
    The Ministry of Technology was a UK government department responsible for promoting technological innovation and coordinating industrial and scientific policy during the 1960s.
  • C. Aero Bureau
    Aero Bureau is the aviation unit of the Los Angeles County Sheriff's Department, providing airborne law enforcement, search and rescue, and support services throughout the county.
  • D. Ministry of Aircraft Production
    The Ministry of Aircraft Production was a British government department during World War II responsible for overseeing and accelerating the design, manufacture, and supply of military aircraft.
  • E. German Aerospace Center (DLR)
    The German Aerospace Center (DLR) is Germany’s national research center for aeronautics and space, conducting cutting-edge research and development in aviation, spaceflight, energy, transport, and security.
  • 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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb718f4c8190bfc34c6597163ebc completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbdd509c8190ac62aa6d50dea3a6 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbce109f48190be1a31d9300dbee6 completed March 10, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69afbda490ac8190bb12598e26b91677 completed March 10, 2026, 6:43 a.m.
Created at: March 6, 2026, 9:56 p.m.