Triple

T2660588
Position Surface form Disambiguated ID Type / Status
Subject ISAGO E54715 entity
Predicate relatedTo P37 FINISHED
Object IATA Ground Operations Manual
The IATA Ground Operations Manual is an industry-standard reference that provides globally harmonized procedures and safety guidelines for airport ground handling operations.
 E286443 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: IATA Ground Operations Manual | Statement: [ISAGO, relatedTo, IATA Ground Operations Manual]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IATA Ground Operations Manual
Context triple: [ISAGO, relatedTo, IATA Ground Operations Manual]
  • A. ICAO Doc 9303
    ICAO Doc 9303 is an international standard issued by the International Civil Aviation Organization that defines the specifications for machine-readable travel documents, including biometric passports.
  • B. ICAO Doc 8585
    ICAO Doc 8585 is an International Civil Aviation Organization publication that defines and maintains standardized aircraft type designators and related coding used in global aviation operations and documentation.
  • 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. IATA Operational Safety Audit
    The IATA Operational Safety Audit (IOSA) is a globally recognized evaluation system that assesses the operational management and control systems of airlines to ensure they meet internationally accepted safety standards.
  • E. 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.
  • 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: IATA Ground Operations Manual
Triple: [ISAGO, relatedTo, IATA Ground Operations Manual]
Generated description
The IATA Ground Operations Manual is an industry-standard reference that provides globally harmonized procedures and safety guidelines for airport ground handling operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IATA Ground Operations Manual
Target entity description: The IATA Ground Operations Manual is an industry-standard reference that provides globally harmonized procedures and safety guidelines for airport ground handling operations.
  • A. ICAO Doc 9303
    ICAO Doc 9303 is an international standard issued by the International Civil Aviation Organization that defines the specifications for machine-readable travel documents, including biometric passports.
  • B. ICAO Doc 8585
    ICAO Doc 8585 is an International Civil Aviation Organization publication that defines and maintains standardized aircraft type designators and related coding used in global aviation operations and documentation.
  • 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. IATA Operational Safety Audit
    The IATA Operational Safety Audit (IOSA) is a globally recognized evaluation system that assesses the operational management and control systems of airlines to ensure they meet internationally accepted safety standards.
  • E. 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.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd9504d10819091abc03532a2fa6d completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98d9d7148190841bac9589a3815b completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af99c237548190838559ccac95f1c5 completed March 10, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_69af9a5938b48190820f37f2e2280438 completed March 10, 2026, 4:13 a.m.
Created at: March 6, 2026, 9:53 p.m.