Triple

T17140415

Position	Surface form	Disambiguated ID	Type / Status
Subject	OECD Creditor Reporting System	`E415945`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	DAC statistical reporting directives DAC statistical reporting directives are the OECD’s detailed rules and guidelines that govern how donor countries and agencies report and classify their official development assistance and other resource flows in the Creditor Reporting System.	`E1252140`	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: DAC statistical reporting directives | Statement: [OECD Creditor Reporting System, relatedTo, DAC statistical reporting directives]

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

Target entity: DAC statistical reporting directives
Context triple: [OECD Creditor Reporting System, relatedTo, DAC statistical reporting directives]

A. Statistical Policy Directives
Statistical Policy Directives are authoritative U.S. federal guidelines that standardize how government agencies collect, produce, and disseminate official statistics.
B. Central Data Repository for regulatory reports
The Central Data Repository for regulatory reports is a centralized system used by U.S. financial regulators to collect, store, and manage standardized regulatory reporting data from financial institutions.
C. European Statistics Code of Practice
The European Statistics Code of Practice is a set of principles and standards that guide the quality, independence, and reliability of official statistics produced within the European Statistical System.
D. Code of Practice for Statistics
The Code of Practice for Statistics is the UK’s official framework of principles and standards designed to ensure that statistics produced by public bodies are trustworthy, high quality, and valuable to users.
E. Office for Statistics Regulation
The Office for Statistics Regulation is the UK’s independent regulatory body that oversees the production and use of official statistics to ensure they are trustworthy, high quality, and serve the public good.
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: DAC statistical reporting directives
Triple: [OECD Creditor Reporting System, relatedTo, DAC statistical reporting directives]

Generated description

DAC statistical reporting directives are the OECD’s detailed rules and guidelines that govern how donor countries and agencies report and classify their official development assistance and other resource flows in the Creditor Reporting System.

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

Target entity: DAC statistical reporting directives
Target entity description: DAC statistical reporting directives are the OECD’s detailed rules and guidelines that govern how donor countries and agencies report and classify their official development assistance and other resource flows in the Creditor Reporting System.

A. Statistical Policy Directives
Statistical Policy Directives are authoritative U.S. federal guidelines that standardize how government agencies collect, produce, and disseminate official statistics.
B. Central Data Repository for regulatory reports
The Central Data Repository for regulatory reports is a centralized system used by U.S. financial regulators to collect, store, and manage standardized regulatory reporting data from financial institutions.
C. European Statistics Code of Practice
The European Statistics Code of Practice is a set of principles and standards that guide the quality, independence, and reliability of official statistics produced within the European Statistical System.
D. Code of Practice for Statistics
The Code of Practice for Statistics is the UK’s official framework of principles and standards designed to ensure that statistics produced by public bodies are trustworthy, high quality, and valuable to users.
E. Office for Statistics Regulation
The Office for Statistics Regulation is the UK’s independent regulatory body that oversees the production and use of official statistics to ensure they are trustworthy, high quality, and serve the public good.
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_69d886d15af4819092f92f8a129763e6`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3f2d44a508190a3a149c3a64957f5`	completed	April 18, 2026, 9:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a014154b9848190ac01602eb01ae710`	completed	May 11, 2026, 2:39 a.m.
NEDg	Description generation	`batch_6a01425d2c20819084c0fa3bd413ebfa`	completed	May 11, 2026, 2:43 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0142dbb6f48190a631a05c5bada0e4`	completed	May 11, 2026, 2:45 a.m.

Created at: April 10, 2026, 5:36 a.m.