Triple

T1543614
Position Surface form Disambiguated ID Type / Status
Subject Runway 4 E32925 entity
Predicate isReferencedIn P8581 FINISHED
Object 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.
E176284 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: NOTAMs | Statement: [Runway 4, isReferencedIn, NOTAMs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NOTAMs
Context triple: [Runway 4, isReferencedIn, NOTAMs]
  • A. ATIS
    ATIS (Alliance for Telecommunications Industry Solutions) is a leading North American standards development organization that advances global telecommunications and information and communications technology (ICT) networks and services.
  • B. Aviation Weather Center
    The Aviation Weather Center is a U.S. government facility that provides specialized weather forecasts and warnings to support the safety and efficiency of aviation operations domestically and worldwide.
  • 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. 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.
  • E. ATC
    ATC (Anatomical Therapeutic Chemical Classification System) is a widely used international system for classifying drugs according to the organ or system they act on and their therapeutic, pharmacological, and chemical properties.
  • 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: NOTAMs
Triple: [Runway 4, isReferencedIn, NOTAMs]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NOTAMs
Target entity description: 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.
  • A. ATIS
    ATIS (Alliance for Telecommunications Industry Solutions) is a leading North American standards development organization that advances global telecommunications and information and communications technology (ICT) networks and services.
  • B. Aviation Weather Center
    The Aviation Weather Center is a U.S. government facility that provides specialized weather forecasts and warnings to support the safety and efficiency of aviation operations domestically and worldwide.
  • 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. 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.
  • E. ATC
    ATC (Anatomical Therapeutic Chemical Classification System) is a widely used international system for classifying drugs according to the organ or system they act on and their therapeutic, pharmacological, and chemical properties.
  • 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_69a885ed29088190a3c2d5a3d100c16e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9084140f0819098c81d295d08d480 completed March 5, 2026, 4:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad309baebc81908240a0370bad9935 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad3117b49881908916e7137f8b655c completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad3179b0148190b69b16b5d2051ece completed March 8, 2026, 8:21 a.m.
Created at: March 4, 2026, 7:26 p.m.