Triple

T2229315
Position Surface form Disambiguated ID Type / Status
Subject National Airspace System E48726 entity
Predicate monitoredBy P752 FINISHED
Object FAA technicians
FAA technicians are specialized personnel responsible for maintaining, troubleshooting, and ensuring the safe, continuous operation of the United States’ aviation infrastructure and air traffic control systems.
E244190 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: FAA technicians | Statement: [National Airspace System, monitoredBy, FAA technicians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FAA technicians
Context triple: [National Airspace System, monitoredBy, FAA technicians]
  • A. Air Reserve Technicians
    Air Reserve Technicians are dual-status civilian and military personnel who provide full-time support, continuity, and expertise to Air Force Reserve units while also serving as reservists.
  • B. FAA
    FAA is the commonly used abbreviation for the College of Fine and Applied Arts, an academic unit focused on disciplines such as visual arts, design, and performance.
  • C. FAA
    The FISA Amendments Act of 2008 (FAA) is a U.S. federal law that updated and expanded government surveillance authorities under the Foreign Intelligence Surveillance Act, particularly for monitoring communications of non-U.S. persons abroad.
  • D. FAA
    The Foreign Assistance Act of 1961 (FAA) is a landmark U.S. law that reorganized and governs most American foreign aid and development assistance programs.
  • E. Aviation Branch
    The Aviation Branch is a component of the U.S. Army responsible for aerial operations, including reconnaissance, transport, and close air support using rotary- and fixed-wing aircraft.
  • 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: FAA technicians
Triple: [National Airspace System, monitoredBy, FAA technicians]
Generated description
FAA technicians are specialized personnel responsible for maintaining, troubleshooting, and ensuring the safe, continuous operation of the United States’ aviation infrastructure and air traffic control systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FAA technicians
Target entity description: FAA technicians are specialized personnel responsible for maintaining, troubleshooting, and ensuring the safe, continuous operation of the United States’ aviation infrastructure and air traffic control systems.
  • A. Air Reserve Technicians
    Air Reserve Technicians are dual-status civilian and military personnel who provide full-time support, continuity, and expertise to Air Force Reserve units while also serving as reservists.
  • B. FAA
    The FISA Amendments Act of 2008 (FAA) is a U.S. federal law that updated and expanded government surveillance authorities under the Foreign Intelligence Surveillance Act, particularly for monitoring communications of non-U.S. persons abroad.
  • C. FAA
    FAA is the commonly used abbreviation for the College of Fine and Applied Arts, an academic unit focused on disciplines such as visual arts, design, and performance.
  • D. FAA
    The Foreign Assistance Act of 1961 (FAA) is a landmark U.S. law that reorganized and governs most American foreign aid and development assistance programs.
  • E. Aviation Branch
    The Aviation Branch is a component of the U.S. Army responsible for aerial operations, including reconnaissance, transport, and close air support using rotary- and fixed-wing aircraft.
  • 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_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_69ae6567b64c8190ab718f20bbf033df completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae666bd32c81909ff15201757a6c76 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae66d9ab508190bebeb9402825a8db completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:47 p.m.