Triple

T16472183

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bulgarian trade unions	`E400090`	entity
Predicate	partnerWith	`P1136`	FINISHED
Object	Bulgarian employers’ organizations Bulgarian employers’ organizations are representative associations that advocate for the interests of businesses and employers in Bulgaria, often participating in social dialogue and economic policymaking.	`E1214588`	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: Bulgarian employers’ organizations | Statement: [Bulgarian trade unions, partnerWith, Bulgarian employers’ organizations]

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

Target entity: Bulgarian employers’ organizations
Context triple: [Bulgarian trade unions, partnerWith, Bulgarian employers’ organizations]

A. Bulgarian trade unions
Bulgarian trade unions are labor organizations in Bulgaria that represent workers’ interests through collective bargaining, workplace advocacy, and participation in the country’s social and political life.
B. Finnish employer organizations
Finnish employer organizations are associations representing the interests of businesses and employers in Finland, particularly in matters of labor relations, collective bargaining, and economic policy.
C. Danish employers’ associations
Danish employers’ associations are organizations that represent and coordinate the interests of employers in Denmark, particularly in collective bargaining and labor market regulation.
D. University of Economics – Varna
The University of Economics – Varna is a Bulgarian higher education institution specializing in economics and business studies, located in the coastal city of Varna.
E. National Evaluation and Accreditation Agency of Bulgaria
The National Evaluation and Accreditation Agency of Bulgaria is the official Bulgarian governmental body responsible for assessing and accrediting higher education institutions and their programs.
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: Bulgarian employers’ organizations
Triple: [Bulgarian trade unions, partnerWith, Bulgarian employers’ organizations]

Generated description

Bulgarian employers’ organizations are representative associations that advocate for the interests of businesses and employers in Bulgaria, often participating in social dialogue and economic policymaking.

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

Target entity: Bulgarian employers’ organizations
Target entity description: Bulgarian employers’ organizations are representative associations that advocate for the interests of businesses and employers in Bulgaria, often participating in social dialogue and economic policymaking.

A. Bulgarian trade unions
Bulgarian trade unions are labor organizations in Bulgaria that represent workers’ interests through collective bargaining, workplace advocacy, and participation in the country’s social and political life.
B. Finnish employer organizations
Finnish employer organizations are associations representing the interests of businesses and employers in Finland, particularly in matters of labor relations, collective bargaining, and economic policy.
C. Danish employers’ associations
Danish employers’ associations are organizations that represent and coordinate the interests of employers in Denmark, particularly in collective bargaining and labor market regulation.
D. University of Economics – Varna
The University of Economics – Varna is a Bulgarian higher education institution specializing in economics and business studies, located in the coastal city of Varna.
E. National Evaluation and Accreditation Agency of Bulgaria
The National Evaluation and Accreditation Agency of Bulgaria is the official Bulgarian governmental body responsible for assessing and accrediting higher education institutions and their programs.
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_69d87f2dac988190b74d6e185fa88ba4`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e32dd19df881909e4562a5e8473338`	completed	April 18, 2026, 7:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a004f5d16008190bd874080e86b8a2f`	completed	May 10, 2026, 9:26 a.m.
NEDg	Description generation	`batch_6a005016a3fc8190967fccc6e16b6ea8`	completed	May 10, 2026, 9:29 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0050b5afb4819089d27d279ba642af`	completed	May 10, 2026, 9:32 a.m.

Created at: April 10, 2026, 5:11 a.m.