Triple

T746747

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bulgarian Communist Party	`E15358`	entity
Predicate	successor	`P78`	FINISHED
Object	Bulgarian Socialist Party The Bulgarian Socialist Party is a major left-wing political party in Bulgaria that emerged from the former ruling communist party and advocates social-democratic and democratic socialist policies.	`E89919`	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 Socialist Party | Statement: [Bulgarian Communist Party, successor, Bulgarian Socialist Party]

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

Target entity: Bulgarian Socialist Party
Context triple: [Bulgarian Communist Party, successor, Bulgarian Socialist Party]

A. Bulgarian Communist Party
The Bulgarian Communist Party was the ruling Marxist–Leninist political party that governed the People's Republic of Bulgaria during the Cold War as part of the Soviet-aligned Eastern Bloc.
B. Bulgarian Social Democratic Workers' Party (Narrow Socialists)
The Bulgarian Social Democratic Workers' Party (Narrow Socialists) was a Marxist political party in Bulgaria that represented the revolutionary socialist wing of the workers’ movement in the late 19th and early 20th centuries.
C. Party of Labour of Albania
The Party of Labour of Albania was the ruling communist party of Albania from 1946 to 1991, known for its strict Stalinist ideology under Enver Hoxha and its long period of political isolation.
D. Romanian Communist Party
The Romanian Communist Party was the ruling Marxist-Leninist political organization that controlled Romania as a one-party socialist state during the Cold War.
E. Social Democratic Party of Romania
The Social Democratic Party of Romania is a major center-left political party that has dominated much of Romania’s post-communist politics and governance.
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 Socialist Party
Triple: [Bulgarian Communist Party, successor, Bulgarian Socialist Party]

Generated description

The Bulgarian Socialist Party is a major left-wing political party in Bulgaria that emerged from the former ruling communist party and advocates social-democratic and democratic socialist policies.

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

Target entity: Bulgarian Socialist Party
Target entity description: The Bulgarian Socialist Party is a major left-wing political party in Bulgaria that emerged from the former ruling communist party and advocates social-democratic and democratic socialist policies.

A. Bulgarian Communist Party
The Bulgarian Communist Party was the ruling Marxist–Leninist political party that governed the People's Republic of Bulgaria during the Cold War as part of the Soviet-aligned Eastern Bloc.
B. Bulgarian Social Democratic Workers' Party (Narrow Socialists)
The Bulgarian Social Democratic Workers' Party (Narrow Socialists) was a Marxist political party in Bulgaria that represented the revolutionary socialist wing of the workers’ movement in the late 19th and early 20th centuries.
C. Party of Labour of Albania
The Party of Labour of Albania was the ruling communist party of Albania from 1946 to 1991, known for its strict Stalinist ideology under Enver Hoxha and its long period of political isolation.
D. Romanian Communist Party
The Romanian Communist Party was the ruling Marxist-Leninist political organization that controlled Romania as a one-party socialist state during the Cold War.
E. Social Democratic Party of Romania
The Social Democratic Party of Romania is a major center-left political party that has dominated much of Romania’s post-communist politics and governance.
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_69a49358aa308190adbc9b5a0a2adcf9`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4a62ca1d081908e3191411f86498d`	completed	March 1, 2026, 8:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a65e4086e481908d0ea29729d92d67`	completed	March 3, 2026, 4:06 a.m.
NEDg	Description generation	`batch_69a65eeaa34481909b0deac860fbadfc`	completed	March 3, 2026, 4:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69a65f7b09b08190bf38f02a912b2276`	completed	March 3, 2026, 4:11 a.m.

Created at: March 1, 2026, 7:37 p.m.