Triple

T17743082

Position	Surface form	Disambiguated ID	Type / Status
Subject	Petko Slaveykov	`E442911`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Bulgarian Literary Society The Bulgarian Literary Society was a 19th-century scholarly and cultural institution that later evolved into the Bulgarian Academy of Sciences, playing a key role in the development of Bulgarian literature, language, and national identity.	`E1285840`	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 Literary Society | Statement: [Petko Slaveykov, memberOf, Bulgarian Literary Society]

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

Target entity: Bulgarian Literary Society
Context triple: [Petko Slaveykov, memberOf, Bulgarian Literary Society]

A. Institute for Literature of the Bulgarian Academy of Sciences
The Institute for Literature of the Bulgarian Academy of Sciences is a leading Bulgarian research institution dedicated to the study, preservation, and critical analysis of Bulgarian and comparative literature.
B. Institute of Macedonian Literature
The Institute of Macedonian Literature is a research and academic institution in Skopje dedicated to the study, preservation, and promotion of Macedonian literature and literary heritage.
C. Prosvita society
Prosvita society is a prominent Ukrainian cultural and educational organization that played a key role in promoting Ukrainian language, literature, and national consciousness, especially under foreign rule.
D. Institute for Bulgarian Language
The Institute for Bulgarian Language is a leading academic institution in Bulgaria responsible for research on and codification of the contemporary Bulgarian language.
E. Tarnovo Literary School
The Tarnovo Literary School was a major medieval Bulgarian cultural and literary center that shaped Orthodox Slavic literature, language, and religious thought during the Second Bulgarian Empire.
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 Literary Society
Triple: [Petko Slaveykov, memberOf, Bulgarian Literary Society]

Generated description

The Bulgarian Literary Society was a 19th-century scholarly and cultural institution that later evolved into the Bulgarian Academy of Sciences, playing a key role in the development of Bulgarian literature, language, and national identity.

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

Target entity: Bulgarian Literary Society
Target entity description: The Bulgarian Literary Society was a 19th-century scholarly and cultural institution that later evolved into the Bulgarian Academy of Sciences, playing a key role in the development of Bulgarian literature, language, and national identity.

A. Institute for Literature of the Bulgarian Academy of Sciences
The Institute for Literature of the Bulgarian Academy of Sciences is a leading Bulgarian research institution dedicated to the study, preservation, and critical analysis of Bulgarian and comparative literature.
B. Institute of Macedonian Literature
The Institute of Macedonian Literature is a research and academic institution in Skopje dedicated to the study, preservation, and promotion of Macedonian literature and literary heritage.
C. Prosvita society
Prosvita society is a prominent Ukrainian cultural and educational organization that played a key role in promoting Ukrainian language, literature, and national consciousness, especially under foreign rule.
D. Institute for Bulgarian Language
The Institute for Bulgarian Language is a leading academic institution in Bulgaria responsible for research on and codification of the contemporary Bulgarian language.
E. Tarnovo Literary School
The Tarnovo Literary School was a major medieval Bulgarian cultural and literary center that shaped Orthodox Slavic literature, language, and religious thought during the Second Bulgarian Empire.
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_69d8b9ed3a2081909b2ec0d4dd2f4c37`	completed	April 10, 2026, 8:50 a.m.
NER	Named-entity recognition	`batch_69e47ace58988190b927ca29af7a8b77`	completed	April 19, 2026, 6:48 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0242ff08408190a1bdd1434a55b7af`	completed	May 11, 2026, 8:58 p.m.
NEDg	Description generation	`batch_6a024810afec8190bfe11b35bb1853ac`	completed	May 11, 2026, 9:20 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0248e4d7548190b23a70068868b2f9`	completed	May 11, 2026, 9:23 p.m.

Created at: April 10, 2026, 10:09 a.m.