Triple

T14062320
Position Surface form Disambiguated ID Type / Status
Subject Aviation Division (Pakistan) E338375 entity
Predicate oversees P46 FINISHED
Object Airports Security Force
The Airports Security Force is Pakistan’s specialized federal agency responsible for ensuring the security of airports, aircraft, and civil aviation facilities across the country.
E1077595 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: Airports Security Force | Statement: [Aviation Division (Pakistan), oversees, Airports Security Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Airports Security Force
Context triple: [Aviation Division (Pakistan), oversees, Airports Security Force]
  • A. Airport Security Unit
    The Airport Security Unit is a specialized armed police unit in Hong Kong responsible for counter-terrorism, high-risk incident response, and maintaining security at Hong Kong International Airport.
  • B. 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.
  • C. Aviation Security Group
    The Aviation Security Group is a specialized unit of the Philippine National Police responsible for ensuring the safety and security of civil aviation facilities, passengers, and aircraft in the Philippines.
  • D. Transportation Security Administration
    The Transportation Security Administration (TSA) is a U.S. federal agency responsible for ensuring the security of the nation’s transportation systems, most notably through passenger and baggage screening at airports.
  • E. 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.
  • 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: Airports Security Force
Triple: [Aviation Division (Pakistan), oversees, Airports Security Force]
Generated description
The Airports Security Force is Pakistan’s specialized federal agency responsible for ensuring the security of airports, aircraft, and civil aviation facilities across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Airports Security Force
Target entity description: The Airports Security Force is Pakistan’s specialized federal agency responsible for ensuring the security of airports, aircraft, and civil aviation facilities across the country.
  • A. Airport Security Unit
    The Airport Security Unit is a specialized armed police unit in Hong Kong responsible for counter-terrorism, high-risk incident response, and maintaining security at Hong Kong International Airport.
  • B. 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.
  • C. Aviation Security Group
    The Aviation Security Group is a specialized unit of the Philippine National Police responsible for ensuring the safety and security of civil aviation facilities, passengers, and aircraft in the Philippines.
  • D. Transportation Security Administration
    The Transportation Security Administration (TSA) is a U.S. federal agency responsible for ensuring the security of the nation’s transportation systems, most notably through passenger and baggage screening at airports.
  • E. 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.
  • 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de568876308190840361dcaf10bd45 completed April 14, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb6673de881909653c7691422b800 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc3b8aea881909b11a4671314810e completed May 7, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69fcc450fea881909e3b5bbd96469a8b completed May 7, 2026, 4:56 p.m.
Created at: April 9, 2026, 10:21 p.m.