Triple
T10964805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IATA Airline Coding Directory |
E259067
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E897313
|
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 Standard Schedules Information Manual | Statement: [IATA Airline Coding Directory, relatedTo, IATA Standard Schedules Information Manual]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IATA Standard Schedules Information Manual Context triple: [IATA Airline Coding Directory, relatedTo, IATA Standard Schedules Information Manual]
-
A.
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.
-
B.
IATA New Distribution Capability
IATA New Distribution Capability (NDC) is a travel industry data transmission standard developed by the International Air Transport Association to modernize airline distribution and enable richer, more personalized offers across channels.
-
C.
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.
-
D.
ICAO Doc 7910
ICAO Doc 7910 is the International Civil Aviation Organization’s official publication that lists and standardizes four-letter location indicators for airports and other aviation facilities worldwide.
-
E.
ICAO Doc 8168
ICAO Doc 8168 is an International Civil Aviation Organization document that provides standardized procedures for aircraft operations, including instrument flight procedures and obstacle clearance criteria.
- 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 Standard Schedules Information Manual Triple: [IATA Airline Coding Directory, relatedTo, IATA Standard Schedules Information Manual]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IATA Standard Schedules Information Manual Target entity description: 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.
-
A.
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.
-
B.
IATA New Distribution Capability
IATA New Distribution Capability (NDC) is a travel industry data transmission standard developed by the International Air Transport Association to modernize airline distribution and enable richer, more personalized offers across channels.
-
C.
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.
-
D.
ICAO Doc 7910
ICAO Doc 7910 is the International Civil Aviation Organization’s official publication that lists and standardizes four-letter location indicators for airports and other aviation facilities worldwide.
-
E.
ICAO Doc 8168
ICAO Doc 8168 is an International Civil Aviation Organization document that provides standardized procedures for aircraft operations, including instrument flight procedures and obstacle clearance criteria.
- 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_69d6aa88500c819097d7032ca578e74f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77148c4588190ad0f2b54ee4bab98 |
completed | April 9, 2026, 9:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d77277108190979f1b1edeac8964 |
completed | April 18, 2026, 12:59 a.m. |
| NEDg | Description generation | batch_69e2ff1ffb8c8190ba97f3c2e3c8c601 |
completed | April 18, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3261cc4f48190ba0e5645f37cd4b5 |
completed | April 18, 2026, 6:35 a.m. |
Created at: April 8, 2026, 9:24 p.m.