Triple
T12032534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IATA NDC standards governance |
E286446
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | IATA airline distribution programs |
E286445
|
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 airline distribution programs | Statement: [IATA NDC standards governance, relatedTo, IATA airline distribution programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IATA airline distribution programs Context triple: [IATA NDC standards governance, relatedTo, IATA airline distribution programs]
-
A.
IATA Passenger Distribution initiatives
chosen
IATA Passenger Distribution initiatives are a set of airline industry programs aimed at modernizing and standardizing how airline products are distributed and sold across channels.
-
B.
IATA Modern Airline Retailing program
The IATA Modern Airline Retailing program is an industry initiative that promotes a transition to customer-centric, offer- and order-based retailing in air travel, leveraging standards like ONE Order to simplify processes and enhance the passenger experience.
-
C.
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.
-
D.
IATA Cargo Agency Program
The IATA Cargo Agency Program is a global accreditation and governance framework that standardizes relationships and procedures between airlines and freight forwarders in the air cargo industry.
-
E.
IATA NDC standards governance
IATA NDC standards governance is the oversight and decision-making framework that manages the development, maintenance, and implementation of the airline industry’s New Distribution Capability standards.
- 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.