Triple
T434872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Air Transport Association |
E9789
|
entity |
| Predicate | developsProgram |
P3324
|
FINISHED |
| Object | IATA Safety Audit for Ground Operations |
E54713
|
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: [International Air Transport Association, developsProgram, 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: [International Air Transport Association, developsProgram, IATA Safety Audit for Ground Operations]
-
A.
IATA Operational Safety Audit
chosen
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.
-
B.
Annex on Air Transport Services
The Annex on Air Transport Services is a specialized WTO legal text that clarifies how the General Agreement on Trade in Services applies to international air transport and related services, while carving out core traffic rights from its coverage.
-
C.
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.
-
D.
National Airspace System governance
National Airspace System governance is the overarching framework of policies, regulations, and oversight mechanisms that manage and coordinate the safe and efficient use of U.S. airspace by all civil and military aviation stakeholders.
-
E.
International Convention relating to Cooperation for the Safety of Air Navigation
The International Convention relating to Cooperation for the Safety of Air Navigation is the multilateral treaty that established the framework for European states to cooperate in managing and ensuring the safety of air traffic, leading to the creation of Eurocontrol.
- 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_69a2e801e1d48190b505d1dd336b52ac |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ef0b6e0c8190ad6a335ee804829c |
completed | Feb. 28, 2026, 1:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4366d2ec881908d8c0b28e4ca55fc |
completed | March 1, 2026, 12:51 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.