Triple

T13862115
Position Surface form Disambiguated ID Type / Status
Subject Unification of Bulgaria (1885) E333222 entity
Predicate hasParticipant P149 FINISHED
Object Zahari Stoyanov
Zahari Stoyanov was a prominent Bulgarian revolutionary, writer, and historian known for chronicling and actively participating in Bulgaria’s national liberation and unification movements in the late 19th century.
E1066772 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: Zahari Stoyanov | Statement: [Unification of Bulgaria (1885), hasParticipant, Zahari Stoyanov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zahari Stoyanov
Context triple: [Unification of Bulgaria (1885), hasParticipant, Zahari Stoyanov]
  • A. Petar Stoyanov
    Petar Stoyanov is a Bulgarian politician who served as President of Bulgaria from 1997 to 2002, overseeing key post-communist reforms and Euro-Atlantic integration efforts.
  • B. Krastyo Georgiev Stanchev
    Krastyo Georgiev Stanchev, better known as Christian Rakovsky, was a prominent Bulgarian-Romanian socialist revolutionary, diplomat, and Soviet political figure active in the early 20th century.
  • C. Emil Kostadinov
    Emil Kostadinov is a former Bulgarian footballer best known as a prolific forward for both CSKA Sofia and the Bulgarian national team, notably helping Bulgaria qualify for the 1994 FIFA World Cup.
  • D. Georgi Todorov
    Georgi Todorov was a Bulgarian general who played a prominent command role in the Balkan Wars and World War I.
  • E. Bogdan Dochev
    Bogdan Dochev was a Bulgarian football referee best known for serving as the assistant who validated Diego Maradona’s infamous “Hand of God” goal at the 1986 FIFA World Cup.
  • 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: Zahari Stoyanov
Triple: [Unification of Bulgaria (1885), hasParticipant, Zahari Stoyanov]
Generated description
Zahari Stoyanov was a prominent Bulgarian revolutionary, writer, and historian known for chronicling and actively participating in Bulgaria’s national liberation and unification movements in the late 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zahari Stoyanov
Target entity description: Zahari Stoyanov was a prominent Bulgarian revolutionary, writer, and historian known for chronicling and actively participating in Bulgaria’s national liberation and unification movements in the late 19th century.
  • A. Petar Stoyanov
    Petar Stoyanov is a Bulgarian politician who served as President of Bulgaria from 1997 to 2002, overseeing key post-communist reforms and Euro-Atlantic integration efforts.
  • B. Krastyo Georgiev Stanchev
    Krastyo Georgiev Stanchev, better known as Christian Rakovsky, was a prominent Bulgarian-Romanian socialist revolutionary, diplomat, and Soviet political figure active in the early 20th century.
  • C. Emil Kostadinov
    Emil Kostadinov is a former Bulgarian footballer best known as a prolific forward for both CSKA Sofia and the Bulgarian national team, notably helping Bulgaria qualify for the 1994 FIFA World Cup.
  • D. Georgi Todorov
    Georgi Todorov was a Bulgarian general who played a prominent command role in the Balkan Wars and World War I.
  • E. Bogdan Dochev
    Bogdan Dochev was a Bulgarian football referee best known for serving as the assistant who validated Diego Maradona’s infamous “Hand of God” goal at the 1986 FIFA World Cup.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c20db88190acb842748aa01039 completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0ff1f78819088ae58f703e2c9ff completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c33437e8819085b6f79402500ba3 completed May 3, 2026, 9:50 p.m.
NED2 Entity disambiguation (via description) batch_69f7c3cd3cf0819099cc6cbd04c62e83 completed May 3, 2026, 9:53 p.m.
Created at: April 9, 2026, 10:14 p.m.