Triple

T12032323
Position Surface form Disambiguated ID Type / Status
Subject IATA Safety Audit for Ground Operations E286442 entity
Predicate basedOn P98 FINISHED
Object IATA Ground Operations Manual E286443 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 Ground Operations Manual | Statement: [IATA Safety Audit for Ground Operations, basedOn, IATA Ground Operations Manual]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IATA Ground Operations Manual
Context triple: [IATA Safety Audit for Ground Operations, basedOn, IATA Ground Operations Manual]
  • A. IATA Ground Operations Manual chosen
    The IATA Ground Operations Manual is an industry-standard reference that provides globally harmonized procedures and safety guidelines for airport ground handling operations.
  • B. IATA Passenger Services Conference Resolutions Manual
    The IATA Passenger Services Conference Resolutions Manual is an official IATA publication that consolidates industry-wide standards and resolutions governing airline passenger services, ticketing, and related procedures.
  • C. IATA Safety Audit for Ground Operations
    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.
  • D. IATA Standard Schedules Information Manual
    The IATA Standard Schedules Information Manual is an official IATA reference publication that standardizes and details airline schedule data formats and procedures used globally by carriers and aviation stakeholders.
  • E. International Civil Aviation Organization standards and recommended practices
    International Civil Aviation Organization standards and recommended practices are globally recognized technical and operational guidelines that harmonize civil aviation safety, security, efficiency, and environmental protection among member states.
  • 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.