Triple

T12032384
Position Surface form Disambiguated ID Type / Status
Subject IATA Ground Operations Manual E286443 entity
Predicate relatedTo P37 FINISHED
Object IATA Safety Audit for Ground Operations E286442 NE FINISHED

How this triple was built (2 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 Safety Audit for Ground Operations | Statement: [IATA Ground Operations Manual, relatedTo, IATA Safety Audit for Ground Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IATA Safety Audit for Ground Operations
Context triple: [IATA Ground Operations Manual, relatedTo, IATA Safety Audit for Ground Operations]
  • A. IATA Safety Audit for Ground Operations chosen
    The IATA Safety Audit for Ground Operations (ISAGO) is a standardized, globally recognized audit program designed to improve safety and quality in airport ground handling operations.
  • B. 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.
  • C. 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.
  • D. ICAO Universal Safety Oversight Audit Programme
    The ICAO Universal Safety Oversight Audit Programme is a global initiative by the International Civil Aviation Organization that systematically audits and evaluates member states’ civil aviation safety oversight systems to ensure they meet international standards.
  • E. ICAO Global Aviation Safety Plan
    The ICAO Global Aviation Safety Plan is an international strategic framework developed by the International Civil Aviation Organization to guide and harmonize global efforts to improve aviation safety performance and risk management.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9040724ec8190808f334013ddc6d6 completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d6ec4b8819093ff50254a851444 completed May 1, 2026, 12:32 p.m.
Created at: April 8, 2026, 9:47 p.m.