Triple

T13639531
Position Surface form Disambiguated ID Type / Status
Subject Security Bureau E325937 entity
Predicate oversees P46 FINISHED
Object Government Flying Service
The Government Flying Service is Hong Kong’s disciplined aviation unit responsible for search and rescue, emergency medical evacuation, firefighting support, and other public service flight operations.
E1052246 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: Government Flying Service | Statement: [Security Bureau, oversees, Government Flying Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Government Flying Service
Context triple: [Security Bureau, oversees, Government Flying Service]
  • A. Service Aéronautique
    Service Aéronautique was the early aviation branch of the French military that served as the forerunner to the modern French Air Force.
  • B. Air Service
    Air Service was the common nickname for the United States Army Air Service, the aerial warfare branch of the U.S. Army during and shortly after World War I.
  • C. AeroDarat Services
    AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
  • D. State Airlines Administration
    State Airlines Administration was the original state-run civil aviation organization in Turkey that later evolved into the modern Turkish Airlines.
  • E. National Air Transport
    National Air Transport was an early U.S. airline of the 1920s that operated mail and passenger services and later became part of United Airlines.
  • 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: Government Flying Service
Triple: [Security Bureau, oversees, Government Flying Service]
Generated description
The Government Flying Service is Hong Kong’s disciplined aviation unit responsible for search and rescue, emergency medical evacuation, firefighting support, and other public service flight operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Government Flying Service
Target entity description: The Government Flying Service is Hong Kong’s disciplined aviation unit responsible for search and rescue, emergency medical evacuation, firefighting support, and other public service flight operations.
  • A. Service Aéronautique
    Service Aéronautique was the early aviation branch of the French military that served as the forerunner to the modern French Air Force.
  • B. Air Service
    Air Service was the common nickname for the United States Army Air Service, the aerial warfare branch of the U.S. Army during and shortly after World War I.
  • C. AeroDarat Services
    AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
  • D. State Airlines Administration
    State Airlines Administration was the original state-run civil aviation organization in Turkey that later evolved into the modern Turkish Airlines.
  • E. National Air Transport
    National Air Transport was an early U.S. airline of the 1920s that operated mail and passenger services and later became part of United Airlines.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5a84cc4819098a975e33250c89b completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af46fe481909c6f9a6f58f887d1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd316788190a245e8199f6ac87b completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c9f543481909a0de6a0c3bb041f completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:51 p.m.