Triple

T12138018
Position Surface form Disambiguated ID Type / Status
Subject IATA Cargo Agency Program E289110 entity
Predicate relatedTo P37 FINISHED
Object IATA Passenger Agency Program
The IATA Passenger Agency Program is a global accreditation and regulatory framework that governs the relationship between airlines and travel agencies for the sale and distribution of passenger air transportation.
E968182 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 Passenger Agency Program | Statement: [IATA Cargo Agency Program, relatedTo, IATA Passenger Agency Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IATA Passenger Agency Program
Context triple: [IATA Cargo Agency Program, relatedTo, IATA Passenger Agency Program]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. IATA Passenger Services Conference
    The IATA Passenger Services Conference is a governing body within the International Air Transport Association that develops and approves global standards and resolutions for airline passenger services and related procedures.
  • 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 Passenger Agency Program
Triple: [IATA Cargo Agency Program, relatedTo, IATA Passenger Agency Program]
Generated description
The IATA Passenger Agency Program is a global accreditation and regulatory framework that governs the relationship between airlines and travel agencies for the sale and distribution of passenger air transportation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IATA Passenger Agency Program
Target entity description: The IATA Passenger Agency Program is a global accreditation and regulatory framework that governs the relationship between airlines and travel agencies for the sale and distribution of passenger air transportation.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. IATA Passenger Services Conference
    The IATA Passenger Services Conference is a governing body within the International Air Transport Association that develops and approves global standards and resolutions for airline passenger services and related procedures.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158dd00c819082651891898b91bb completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f690ae408190966bb4fe8feaa7d2 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6022ecf38819080f0eb6a3a815c5b completed May 2, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69f606560934819092ba4d4fa162b799 completed May 2, 2026, 2:12 p.m.
Created at: April 8, 2026, 9:49 p.m.