Triple

T20924338
Position Surface form Disambiguated ID Type / Status
Subject Elephant Cage E515297 entity
Predicate associatedWith P37 FINISHED
Object United States Air Force Security Service
The United States Air Force Security Service was a Cold War-era USAF intelligence and cryptologic organization responsible for signals interception, analysis, and communications security.
E106953 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: United States Air Force Security Service | Statement: [Elephant Cage, associatedWith, United States Air Force Security Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Air Force Security Service
Context triple: [Elephant Cage, associatedWith, United States Air Force Security Service]
  • A. United States Air Force Security Service network
    The United States Air Force Security Service network was a Cold War-era signals intelligence and communications security organization of the U.S. Air Force that operated a global network of listening and monitoring stations.
  • B. Air Force Office of Special Investigations
    The Air Force Office of Special Investigations is the U.S. Air Force’s federal law enforcement and counterintelligence agency responsible for investigating serious crimes, fraud, and threats to national security involving Air Force personnel and operations.
  • C. United States Army Security Agency
    The United States Army Security Agency was a U.S. Army signals intelligence and electronic warfare organization responsible for intercepting, analyzing, and securing military communications during much of the Cold War era.
  • D. Air Force Security Forces Center
    The Air Force Security Forces Center is a U.S. Air Force organization responsible for organizing, training, and equipping security forces to protect Air Force personnel, resources, and installations worldwide.
  • E. Federal Air Marshal Service
    The Federal Air Marshal Service is a U.S. law enforcement agency that deploys armed, undercover officers on commercial flights and in airports to detect, deter, and defeat hostile acts against civil aviation.
  • 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: United States Air Force Security Service
Triple: [Elephant Cage, associatedWith, United States Air Force Security Service]
Generated description
The United States Air Force Security Service was a Cold War-era USAF intelligence and cryptologic organization responsible for signals interception, analysis, and communications security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Air Force Security Service
Target entity description: The United States Air Force Security Service was a Cold War-era USAF intelligence and cryptologic organization responsible for signals interception, analysis, and communications security.
  • A. United States Air Force Security Service network chosen
    The United States Air Force Security Service network was a Cold War-era signals intelligence and communications security organization of the U.S. Air Force that operated a global network of listening and monitoring stations.
  • B. Air Force Office of Special Investigations
    The Air Force Office of Special Investigations is the U.S. Air Force’s federal law enforcement and counterintelligence agency responsible for investigating serious crimes, fraud, and threats to national security involving Air Force personnel and operations.
  • C. United States Army Security Agency
    The United States Army Security Agency was a U.S. Army signals intelligence and electronic warfare organization responsible for intercepting, analyzing, and securing military communications during much of the Cold War era.
  • D. Air Force Security Forces Center
    The Air Force Security Forces Center is a U.S. Air Force organization responsible for organizing, training, and equipping security forces to protect Air Force personnel, resources, and installations worldwide.
  • E. Federal Air Marshal Service
    The Federal Air Marshal Service is a U.S. law enforcement agency that deploys armed, undercover officers on commercial flights and in airports to detect, deter, and defeat hostile acts against civil aviation.
  • F. None of above.

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_69e0b4fb431c8190b9d40e6a72f0cc87 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f6504c30819084e8cabab98d08f7 completed April 21, 2026, 4 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09277ef8f08190ab2e1eabb420bb3b completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a0928a53e3c8190a8e636f5f1387f73 completed May 17, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0929485ebc8190ab8bc316b3e802ca completed May 17, 2026, 2:34 a.m.
Created at: April 16, 2026, 12:49 p.m.