Triple

T2248087
Position Surface form Disambiguated ID Type / Status
Subject Federal Aviation Regulations E49551 entity
Predicate relatedTo P37 FINISHED
Object Airworthiness Directives
Airworthiness Directives are legally enforceable rules issued by aviation authorities to mandate inspections, modifications, or limitations needed to correct unsafe conditions in aircraft and related products.
E248072 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: Airworthiness Directives | Statement: [Federal Aviation Regulations, relatedTo, Airworthiness Directives]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Airworthiness Directives
Context triple: [Federal Aviation Regulations, relatedTo, Airworthiness Directives]
  • A. Federal Aviation Regulations
    The Federal Aviation Regulations are a comprehensive set of rules issued by the U.S. Federal Aviation Administration that govern all aspects of civil aviation operations, safety, and certification in the United States.
  • B. Federal Aviation Reauthorization Acts
    The Federal Aviation Reauthorization Acts are a series of U.S. laws that periodically renew and update federal aviation programs, funding, and regulatory authority, particularly for the Federal Aviation Administration.
  • C. Aeronautical Information Manual
    The Aeronautical Information Manual is the U.S. Federal Aviation Administration’s official guide providing pilots with fundamental information and procedures for operating safely and legally within the National Airspace System.
  • D. NOTAMs
    NOTAMs (Notices to Air Missions) are official, time-sensitive advisories that inform pilots and aviation personnel about temporary changes or hazards affecting flight operations, such as runway closures, airspace restrictions, or equipment outages.
  • E. Procedures for Air Navigation Services
    Procedures for Air Navigation Services are a set of international standards and recommended practices issued by ICAO that govern the operational aspects of air traffic management and air navigation worldwide.
  • 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: Airworthiness Directives
Triple: [Federal Aviation Regulations, relatedTo, Airworthiness Directives]
Generated description
Airworthiness Directives are legally enforceable rules issued by aviation authorities to mandate inspections, modifications, or limitations needed to correct unsafe conditions in aircraft and related products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Airworthiness Directives
Target entity description: Airworthiness Directives are legally enforceable rules issued by aviation authorities to mandate inspections, modifications, or limitations needed to correct unsafe conditions in aircraft and related products.
  • A. Federal Aviation Regulations
    The Federal Aviation Regulations are a comprehensive set of rules issued by the U.S. Federal Aviation Administration that govern all aspects of civil aviation operations, safety, and certification in the United States.
  • B. Federal Aviation Reauthorization Acts
    The Federal Aviation Reauthorization Acts are a series of U.S. laws that periodically renew and update federal aviation programs, funding, and regulatory authority, particularly for the Federal Aviation Administration.
  • C. Aeronautical Information Manual
    The Aeronautical Information Manual is the U.S. Federal Aviation Administration’s official guide providing pilots with fundamental information and procedures for operating safely and legally within the National Airspace System.
  • D. NOTAMs
    NOTAMs (Notices to Air Missions) are official, time-sensitive advisories that inform pilots and aviation personnel about temporary changes or hazards affecting flight operations, such as runway closures, airspace restrictions, or equipment outages.
  • E. Procedures for Air Navigation Services
    Procedures for Air Navigation Services are a set of international standards and recommended practices issued by ICAO that govern the operational aspects of air traffic management and air navigation worldwide.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ed5c38819080b45ea398fb59f2 completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1719c481909ec3ff03d2a6f3bd completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bcfd2c481908f69df77f40655e2 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c4d9c04819086e3091bbbf16099 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.