Triple
T12032470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IATA Passenger Distribution initiatives |
E286445
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
IATA Dynamic Offer initiatives
IATA Dynamic Offer initiatives are industry programs led by the International Air Transport Association to enable airlines to create and deliver real-time, personalized, and flexible offers to customers across modern retailing channels.
|
E961412
|
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 Dynamic Offer initiatives | Statement: [IATA Passenger Distribution initiatives, includes, IATA Dynamic Offer initiatives]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IATA Dynamic Offer initiatives Context triple: [IATA Passenger Distribution initiatives, includes, IATA Dynamic Offer initiatives]
-
A.
IATA Passenger Distribution initiatives
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.
OAG
OAG is the independent office responsible for auditing and overseeing the financial operations and performance of Florida’s state agencies and related entities.
-
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 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.
-
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. 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 Dynamic Offer initiatives Triple: [IATA Passenger Distribution initiatives, includes, IATA Dynamic Offer initiatives]
Generated description
IATA Dynamic Offer initiatives are industry programs led by the International Air Transport Association to enable airlines to create and deliver real-time, personalized, and flexible offers to customers across modern retailing channels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IATA Dynamic Offer initiatives Target entity description: IATA Dynamic Offer initiatives are industry programs led by the International Air Transport Association to enable airlines to create and deliver real-time, personalized, and flexible offers to customers across modern retailing channels.
-
A.
IATA Passenger Distribution initiatives
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.
OAG
OAG is the independent office responsible for auditing and overseeing the financial operations and performance of Florida’s state agencies and related entities.
-
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 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.
-
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. 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_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. |
| NEDg | Description generation | batch_69f53d930714819080f92d223d930389 |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f564b826ec819098906cf735e45093 |
completed | May 2, 2026, 2:43 a.m. |
Created at: April 8, 2026, 9:47 p.m.