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.