Triple
T12561517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhelyu Zhelev |
E295361
|
entity |
| Predicate | succeededBy |
P78
|
FINISHED |
| Object |
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.
|
E996117
|
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: Petar Stoyanov | Statement: [Zhelyu Zhelev, succeededBy, Petar Stoyanov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Petar Stoyanov Context triple: [Zhelyu Zhelev, succeededBy, Petar Stoyanov]
-
A.
Veselin Stoyanov
Veselin Stoyanov is a computer scientist and researcher known for his work in natural language processing and machine learning.
-
B.
Petar Mladenov
Petar Mladenov was a Bulgarian communist politician and diplomat who briefly served as the country’s head of state during the pivotal transition from communist rule in 1989–1990.
-
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.
Dimitar Blagoev
Dimitar Blagoev was a Bulgarian political leader and theorist, known as the founder of the Bulgarian socialist movement and the Bulgarian Social Democratic Party.
-
E.
Dimităr Peshev
Dimităr Peshev was a Bulgarian politician and deputy speaker of parliament who played a key role in preventing the deportation of Bulgaria’s Jews during the Holocaust and was later imprisoned by the communist regime.
- 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: Petar Stoyanov Triple: [Zhelyu Zhelev, succeededBy, Petar Stoyanov]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Petar Stoyanov Target entity description: 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.
-
A.
Veselin Stoyanov
Veselin Stoyanov is a computer scientist and researcher known for his work in natural language processing and machine learning.
-
B.
Petar Mladenov
Petar Mladenov was a Bulgarian communist politician and diplomat who briefly served as the country’s head of state during the pivotal transition from communist rule in 1989–1990.
-
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.
Dimitar Blagoev
Dimitar Blagoev was a Bulgarian political leader and theorist, known as the founder of the Bulgarian socialist movement and the Bulgarian Social Democratic Party.
-
E.
Dimităr Peshev
Dimităr Peshev was a Bulgarian politician and deputy speaker of parliament who played a key role in preventing the deportation of Bulgaria’s Jews during the Holocaust and was later imprisoned by the communist regime.
- 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_69d6ad9cac2c81908e8a7bed82d1e21d |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d954933e7c819083471c627ce55ff1 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f66861c7d8819090f09d4a131da402 |
completed | May 2, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_69f66a8d4684819093095a1c9674a099 |
completed | May 2, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66bd0073881909227dfff84d8b856 |
completed | May 2, 2026, 9:25 p.m. |
Created at: April 8, 2026, 11:48 p.m.