Triple

T5714305
Position Surface form Disambiguated ID Type / Status
Subject Airspace Operations and Safety Program E125984 entity
Predicate supports P516 FINISHED
Object Next Generation Air Transportation System
The Next Generation Air Transportation System (NextGen) is a comprehensive modernization initiative transforming the U.S. air traffic control system through advanced technologies to increase safety, capacity, and efficiency in the national airspace.
E539817 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: Next Generation Air Transportation System | Statement: [Airspace Operations and Safety Program, supports, Next Generation Air Transportation System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Next Generation Air Transportation System
Context triple: [Airspace Operations and Safety Program, supports, Next Generation Air Transportation System]
  • A. National Airspace System governance
    National Airspace System governance is the overarching framework of policies, regulations, and oversight mechanisms that manage and coordinate the safe and efficient use of U.S. airspace by all civil and military aviation stakeholders.
  • B. National Airspace System
    The National Airspace System is the integrated network of U.S. airspace, air traffic control facilities, navigation aids, airports, and regulations that enables the safe and efficient operation of civil and military aviation.
  • C. Integrated Aviation Systems Program
    The Integrated Aviation Systems Program is a NASA aeronautics initiative that conducts flight research and technology demonstrations to advance safer, more efficient, and transformative aviation systems.
  • D. National Plan of Integrated Airport Systems
    The National Plan of Integrated Airport Systems is a federal planning document that identifies and prioritizes public-use airports in the United States that are significant to national air transportation and eligible for federal funding.
  • E. Air Route Traffic Control Centers
    Air Route Traffic Control Centers are FAA-operated facilities that provide en route air traffic control services for aircraft flying through high-altitude sectors of U.S. airspace between departure and arrival terminal areas.
  • 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: Next Generation Air Transportation System
Triple: [Airspace Operations and Safety Program, supports, Next Generation Air Transportation System]
Generated description
The Next Generation Air Transportation System (NextGen) is a comprehensive modernization initiative transforming the U.S. air traffic control system through advanced technologies to increase safety, capacity, and efficiency in the national airspace.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Next Generation Air Transportation System
Target entity description: The Next Generation Air Transportation System (NextGen) is a comprehensive modernization initiative transforming the U.S. air traffic control system through advanced technologies to increase safety, capacity, and efficiency in the national airspace.
  • A. National Airspace System governance
    National Airspace System governance is the overarching framework of policies, regulations, and oversight mechanisms that manage and coordinate the safe and efficient use of U.S. airspace by all civil and military aviation stakeholders.
  • B. National Airspace System
    The National Airspace System is the integrated network of U.S. airspace, air traffic control facilities, navigation aids, airports, and regulations that enables the safe and efficient operation of civil and military aviation.
  • C. Integrated Aviation Systems Program
    The Integrated Aviation Systems Program is a NASA aeronautics initiative that conducts flight research and technology demonstrations to advance safer, more efficient, and transformative aviation systems.
  • D. National Plan of Integrated Airport Systems
    The National Plan of Integrated Airport Systems is a federal planning document that identifies and prioritizes public-use airports in the United States that are significant to national air transportation and eligible for federal funding.
  • E. Air Route Traffic Control Centers
    Air Route Traffic Control Centers are FAA-operated facilities that provide en route air traffic control services for aircraft flying through high-altitude sectors of U.S. airspace between departure and arrival terminal areas.
  • 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_69c0082e3d548190950169847b43043b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024b6c7c8819095a92f2ccede1197 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a77d6b081908db6e64c5a361282 completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05c75179c819085bf56340363b48c completed March 22, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_69c05d2b67888190bc89e4cbd384c15f completed March 22, 2026, 9:20 p.m.
Created at: March 22, 2026, 3:46 p.m.