Triple
T2932283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Registration Management Group |
E78981
|
entity |
| Predicate | governsStandard |
P32982
|
FINISHED |
| Object | ISO 20022 |
E15950
|
NE FINISHED |
How this triple was built (3 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: ISO 20022 | Statement: [Registration Management Group, governsStandard, ISO 20022]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO 20022 Context triple: [Registration Management Group, governsStandard, ISO 20022]
-
A.
ISO 20022
chosen
ISO 20022 is a global financial messaging standard that defines a common, structured data model for electronic payments, securities, trade, and other financial transactions.
-
B.
ISO 15022
ISO 15022 is an international standard that defines a structured, machine-readable format for securities messaging used globally in financial markets.
-
C.
SWIFT
SWIFT is a global financial messaging network that enables secure, standardized communication and transaction instructions between banks and other financial institutions worldwide.
-
D.
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.
-
E.
ISO/IEC 23271
ISO/IEC 23271 is the international standard that defines the Common Language Infrastructure (CLI), the core runtime and execution environment underlying technologies like Microsoft .NET.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: governsStandard Context triple: [Registration Management Group, governsStandard, ISO 20022]
-
A.
isStandardOf
Indicates that something serves as the recognized norm, reference, or benchmark by which another thing is defined, measured, or evaluated.
-
B.
regulatoryStandard
chosen
Indicates that one entity serves as an official rule, guideline, or benchmark that governs, constrains, or evaluates the behavior, quality, or performance of another entity.
-
C.
isStandard
Indicates that something conforms to an established norm, specification, or commonly accepted rule.
-
D.
usesStandard
Indicates that one entity adopts, follows, or operates according to a specified standard defined by another entity or reference.
-
E.
standardsType
Indicates the classification or category of standards that apply to or are associated with an entity or activity.
- F. None of above.
Provenance (4 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad983a4ae08190aa1aeb2747abd1a1 |
completed | March 8, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b086740d648190927afcb6bd25ccb1 |
completed | March 10, 2026, 9 p.m. |
| PD | Predicate disambiguation | batch_69ad9606e8348190bb19df33a2709674 |
completed | March 8, 2026, 3:30 p.m. |
Created at: March 8, 2026, 2:55 p.m.