Triple
T2660545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IOSA |
E54714
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E286442
|
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 Safety Audit for Ground Operations | Statement: [IOSA, 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: [IOSA, relatedTo, IATA Safety Audit for Ground Operations]
-
A.
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.
-
B.
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.
-
C.
Airspace Operations and Safety Program
The Airspace Operations and Safety Program is a NASA aeronautics initiative focused on developing advanced technologies and concepts to improve the efficiency, capacity, and safety of the National Airspace System.
-
D.
European Plan for Aviation Safety
The European Plan for Aviation Safety is a strategic framework that outlines coordinated safety priorities, actions, and risk mitigation measures for civil aviation across Europe.
-
E.
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.
- 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 Safety Audit for Ground Operations Triple: [IOSA, relatedTo, IATA Safety Audit for Ground Operations]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IATA Safety Audit for Ground Operations Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Airspace Operations and Safety Program
The Airspace Operations and Safety Program is a NASA aeronautics initiative focused on developing advanced technologies and concepts to improve the efficiency, capacity, and safety of the National Airspace System.
-
D.
European Plan for Aviation Safety
The European Plan for Aviation Safety is a strategic framework that outlines coordinated safety priorities, actions, and risk mitigation measures for civil aviation across Europe.
-
E.
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.
- 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.