Triple

T10253234
Position Surface form Disambiguated ID Type / Status
Subject 25 AF E240395 entity
Predicate predecessor P97 FINISHED
Object Air Force Intelligence, Surveillance and Reconnaissance Agency
The Air Force Intelligence, Surveillance and Reconnaissance Agency was a United States Air Force field operating agency responsible for planning, conducting, and managing global ISR operations and related intelligence activities.
E854071 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: Air Force Intelligence, Surveillance and Reconnaissance Agency | Statement: [25 AF, predecessor, Air Force Intelligence, Surveillance and Reconnaissance Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air Force Intelligence, Surveillance and Reconnaissance Agency
Context triple: [25 AF, predecessor, Air Force Intelligence, Surveillance and Reconnaissance Agency]
  • A. United States Air Force intelligence, surveillance, and reconnaissance enterprise
    The United States Air Force intelligence, surveillance, and reconnaissance enterprise is the integrated network of units, platforms, and systems that collect, process, and analyze information to support military decision-making and operations worldwide.
  • B. National Air and Space Intelligence Center
    The National Air and Space Intelligence Center is the U.S. Air Force’s primary organization for analyzing foreign air and space threats and providing scientific and technical intelligence to military and national decision-makers.
  • C. Air Force Network Integration Center
    The Air Force Network Integration Center is a U.S. Air Force organization responsible for planning, integrating, and ensuring the interoperability and security of the service’s global communications and information technology networks.
  • D. 70th Intelligence, Surveillance and Reconnaissance Wing
    The 70th Intelligence, Surveillance and Reconnaissance Wing is a U.S. Air Force unit that conducts global signals intelligence and cyber operations to support national and military decision-makers.
  • E. Defence Intelligence Agency
    The Defence Intelligence Agency is India’s primary military intelligence organization responsible for gathering, analyzing, and coordinating defense-related intelligence for the armed forces.
  • 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: Air Force Intelligence, Surveillance and Reconnaissance Agency
Triple: [25 AF, predecessor, Air Force Intelligence, Surveillance and Reconnaissance Agency]
Generated description
The Air Force Intelligence, Surveillance and Reconnaissance Agency was a United States Air Force field operating agency responsible for planning, conducting, and managing global ISR operations and related intelligence activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air Force Intelligence, Surveillance and Reconnaissance Agency
Target entity description: The Air Force Intelligence, Surveillance and Reconnaissance Agency was a United States Air Force field operating agency responsible for planning, conducting, and managing global ISR operations and related intelligence activities.
  • A. United States Air Force intelligence, surveillance, and reconnaissance enterprise
    The United States Air Force intelligence, surveillance, and reconnaissance enterprise is the integrated network of units, platforms, and systems that collect, process, and analyze information to support military decision-making and operations worldwide.
  • B. National Air and Space Intelligence Center
    The National Air and Space Intelligence Center is the U.S. Air Force’s primary organization for analyzing foreign air and space threats and providing scientific and technical intelligence to military and national decision-makers.
  • C. Air Force Network Integration Center
    The Air Force Network Integration Center is a U.S. Air Force organization responsible for planning, integrating, and ensuring the interoperability and security of the service’s global communications and information technology networks.
  • D. 70th Intelligence, Surveillance and Reconnaissance Wing
    The 70th Intelligence, Surveillance and Reconnaissance Wing is a U.S. Air Force unit that conducts global signals intelligence and cyber operations to support national and military decision-makers.
  • E. Defence Intelligence Agency
    The Defence Intelligence Agency is India’s primary military intelligence organization responsible for gathering, analyzing, and coordinating defense-related intelligence for the armed forces.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d23f106c81909c1ce20a2ffa86ea completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7c6aca08190b15e3790cad12532 completed April 9, 2026, 12:50 a.m.
NEDg Description generation batch_69d6fcab0bfc8190b47bc165ef3eb15d completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d70fc3b15081908d1b67a7094c6210 completed April 9, 2026, 2:32 a.m.
Created at: April 6, 2026, 11:29 a.m.