Triple
T2660758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CASS |
E54719
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E289110
|
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 Cargo Agency Program | Statement: [CASS, relatedTo, IATA Cargo Agency Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IATA Cargo Agency Program Context triple: [CASS, relatedTo, IATA Cargo Agency Program]
-
A.
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.
-
B.
International Center for Air Transportation
The International Center for Air Transportation is an MIT research center focused on advancing air transportation systems, operations, and policy through interdisciplinary analysis and innovation.
-
C.
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.
-
D.
IATA Airline Coding Directory
The IATA Airline Coding Directory is an official reference publication by the International Air Transport Association that lists and standardizes airline designator codes, accounting codes, and related identifiers used throughout the global aviation industry.
-
E.
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.
- 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 Cargo Agency Program Triple: [CASS, relatedTo, IATA Cargo Agency Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IATA Cargo Agency Program Target entity description: 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.
-
A.
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.
-
B.
International Center for Air Transportation
The International Center for Air Transportation is an MIT research center focused on advancing air transportation systems, operations, and policy through interdisciplinary analysis and innovation.
-
C.
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.
-
D.
IATA Airline Coding Directory
The IATA Airline Coding Directory is an official reference publication by the International Air Transport Association that lists and standardizes airline designator codes, accounting codes, and related identifiers used throughout the global aviation industry.
-
E.
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.
- 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_69afa056f478819091f6751edfee0132 |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa12b8d388190a50de5f41c0fa782 |
completed | March 10, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa4e2f56c8190a418aef660da8e12 |
completed | March 10, 2026, 4:58 a.m. |
Created at: March 6, 2026, 9:53 p.m.