Triple

T2229545
Position Surface form Disambiguated ID Type / Status
Subject CX E48731 entity
Predicate usedIn P98 FINISHED
Object global aviation systems
Global aviation systems comprise the worldwide network of technologies, regulations, infrastructure, and operational procedures that enable safe, efficient, and coordinated air travel and air traffic management across countries.
E154045 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: global aviation systems | Statement: [CX, usedIn, global aviation systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: global aviation systems
Context triple: [CX, usedIn, global aviation systems]
  • A. 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.
  • B. Aeronautics Systems
    Aeronautics Systems is a Northrop Grumman business segment focused on designing, developing, and producing advanced manned and unmanned aircraft and related aerospace technologies.
  • C. international civil aviation network
    The international civil aviation network is the global system of interconnected airports, airlines, air traffic management, and regulatory frameworks that enables safe and efficient air travel and transport across countries worldwide.
  • D. 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.
  • E. Air Traffic Organization
    The Air Traffic Organization is the operational arm of the U.S. Federal Aviation Administration responsible for managing and controlling the nation’s air traffic system.
  • 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: global aviation systems
Triple: [CX, usedIn, global aviation systems]
Generated description
Global aviation systems comprise the worldwide network of technologies, regulations, infrastructure, and operational procedures that enable safe, efficient, and coordinated air travel and air traffic management across countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: global aviation systems
Target entity description: Global aviation systems comprise the worldwide network of technologies, regulations, infrastructure, and operational procedures that enable safe, efficient, and coordinated air travel and air traffic management across countries.
  • A. 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.
  • B. Aeronautics Systems
    Aeronautics Systems is a Northrop Grumman business segment focused on designing, developing, and producing advanced manned and unmanned aircraft and related aerospace technologies.
  • C. international civil aviation network chosen
    The international civil aviation network is the global system of interconnected airports, airlines, air traffic management, and regulatory frameworks that enables safe and efficient air travel and transport across countries worldwide.
  • D. 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.
  • E. Air Traffic Organization
    The Air Traffic Organization is the operational arm of the U.S. Federal Aviation Administration responsible for managing and controlling the nation’s air traffic system.
  • F. None of above.

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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0685b688190857a76c1043f4b92 completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae656a1f788190a08c3283bfedb6f4 completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae65d4f26481909808c97b95ca9b30 completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae6670b6d88190a09023fae63f4000 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:47 p.m.