Triple

T15244819
Position Surface form Disambiguated ID Type / Status
Subject Airport Improvement Program E364351 entity
Predicate legalBasis P125 FINISHED
Object Airport and Airway Improvement Act of 1982
The Airport and Airway Improvement Act of 1982 is a U.S. federal law that restructured aviation funding and established long-term programs to finance airport development and airways infrastructure.
E1145559 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: Airport and Airway Improvement Act of 1982 | Statement: [Airport Improvement Program, legalBasis, Airport and Airway Improvement Act of 1982]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Airport and Airway Improvement Act of 1982
Context triple: [Airport Improvement Program, legalBasis, Airport and Airway Improvement Act of 1982]
  • A. Federal Aviation Act of 1958
    The Federal Aviation Act of 1958 is a landmark U.S. law that overhauled federal regulation of civil aviation and created a centralized authority to ensure the safety and management of the national airspace system.
  • B. Civil Aeronautics Board Sunset Act of 1984
    The Civil Aeronautics Board Sunset Act of 1984 is a U.S. federal law that formally abolished the Civil Aeronautics Board as part of the broader deregulation of the airline industry.
  • C. Airline Deregulation Act
    The Airline Deregulation Act is a 1978 U.S. federal law that removed government control over airline fares, routes, and market entry, leading to increased competition and major restructuring of the airline industry.
  • D. Aircraft Noise Abatement Act of 1968
    The Aircraft Noise Abatement Act of 1968 is a U.S. federal law that authorized the regulation and reduction of aircraft noise to protect public health and welfare, laying the groundwork for modern aviation noise standards.
  • E. Surface Transportation Assistance Act of 1982
    The Surface Transportation Assistance Act of 1982 is a major U.S. federal law that overhauled highway and transit funding by raising fuel taxes and dedicating new revenues to both road infrastructure and public transportation.
  • 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: Airport and Airway Improvement Act of 1982
Triple: [Airport Improvement Program, legalBasis, Airport and Airway Improvement Act of 1982]
Generated description
The Airport and Airway Improvement Act of 1982 is a U.S. federal law that restructured aviation funding and established long-term programs to finance airport development and airways infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Airport and Airway Improvement Act of 1982
Target entity description: The Airport and Airway Improvement Act of 1982 is a U.S. federal law that restructured aviation funding and established long-term programs to finance airport development and airways infrastructure.
  • A. Federal Aviation Act of 1958
    The Federal Aviation Act of 1958 is a landmark U.S. law that overhauled federal regulation of civil aviation and created a centralized authority to ensure the safety and management of the national airspace system.
  • B. Civil Aeronautics Board Sunset Act of 1984
    The Civil Aeronautics Board Sunset Act of 1984 is a U.S. federal law that formally abolished the Civil Aeronautics Board as part of the broader deregulation of the airline industry.
  • C. Airline Deregulation Act
    The Airline Deregulation Act is a 1978 U.S. federal law that removed government control over airline fares, routes, and market entry, leading to increased competition and major restructuring of the airline industry.
  • D. Aircraft Noise Abatement Act of 1968
    The Aircraft Noise Abatement Act of 1968 is a U.S. federal law that authorized the regulation and reduction of aircraft noise to protect public health and welfare, laying the groundwork for modern aviation noise standards.
  • E. Surface Transportation Assistance Act of 1982
    The Surface Transportation Assistance Act of 1982 is a major U.S. federal law that overhauled highway and transit funding by raising fuel taxes and dedicating new revenues to both road infrastructure and public transportation.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007f306f08190be448b215d6c9b6c completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd461cf08190a506aac2f0cec83a completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf6ee3f081909553078cd3e9d243 completed May 9, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69fee0016a088190ad87268e035f677e completed May 9, 2026, 7:19 a.m.
Created at: April 10, 2026, 3:13 a.m.