Triple

T434876

Position	Surface form	Disambiguated ID	Type / Status
Subject	International Air Transport Association	`E9789`	entity
Predicate	developsProgram	`P3324`	FINISHED
Object	Cargo Account Settlement Systems Cargo Account Settlement Systems is an IATA-developed financial platform that streamlines and automates the billing and settlement of accounts between airlines and freight forwarders in the air cargo industry.	`E54718`	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: Cargo Account Settlement Systems | Statement: [International Air Transport Association, developsProgram, Cargo Account Settlement Systems]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Cargo Account Settlement Systems
Context triple: [International Air Transport Association, developsProgram, Cargo Account Settlement Systems]

A. SWIFT
SWIFT is a global financial messaging network that enables secure, standardized communication and transaction instructions between banks and other financial institutions worldwide.
B. Do Not Pay system
The Do Not Pay system is a U.S. government data analytics platform used to prevent and detect improper payments by screening recipients against multiple federal and state databases.
C. ISO 20022
ISO 20022 is a global financial messaging standard that defines a common, structured data model for electronic payments, securities, trade, and other financial transactions.
D. Trade Reporting and Compliance Engine
The Trade Reporting and Compliance Engine (TRACE) is FINRA’s centralized system for collecting and disseminating real-time transaction data on U.S. corporate and other fixed-income securities to enhance market transparency and regulatory oversight.
E. Payment Management
Payment Management is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service responsible for overseeing and executing federal government payment operations and related services.
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: Cargo Account Settlement Systems
Triple: [International Air Transport Association, developsProgram, Cargo Account Settlement Systems]

Generated description

Cargo Account Settlement Systems is an IATA-developed financial platform that streamlines and automates the billing and settlement of accounts between airlines and freight forwarders in the air cargo industry.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Cargo Account Settlement Systems
Target entity description: Cargo Account Settlement Systems is an IATA-developed financial platform that streamlines and automates the billing and settlement of accounts between airlines and freight forwarders in the air cargo industry.

A. SWIFT
SWIFT is a global financial messaging network that enables secure, standardized communication and transaction instructions between banks and other financial institutions worldwide.
B. Do Not Pay system
The Do Not Pay system is a U.S. government data analytics platform used to prevent and detect improper payments by screening recipients against multiple federal and state databases.
C. ISO 20022
ISO 20022 is a global financial messaging standard that defines a common, structured data model for electronic payments, securities, trade, and other financial transactions.
D. Trade Reporting and Compliance Engine
The Trade Reporting and Compliance Engine (TRACE) is FINRA’s centralized system for collecting and disseminating real-time transaction data on U.S. corporate and other fixed-income securities to enhance market transparency and regulatory oversight.
E. Payment Management
Payment Management is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service responsible for overseeing and executing federal government payment operations and related services.
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_69a2e801e1d48190b505d1dd336b52ac`	completed	Feb. 28, 2026, 1:05 p.m.
NER	Named-entity recognition	`batch_69a2ef0b6e0c8190ad6a335ee804829c`	completed	Feb. 28, 2026, 1:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a431e541108190b0d7f3f34f7b32c7`	completed	March 1, 2026, 12:32 p.m.
NEDg	Description generation	`batch_69a4325f970c8190b2c64b39321b6d6f`	completed	March 1, 2026, 12:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69a433663f608190a09c4e600bf53a57`	completed	March 1, 2026, 12:39 p.m.

Created at: Feb. 28, 2026, 1:11 p.m.