Triple
T16076620
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Simeon II |
E389993
|
entity |
| Predicate | primeMinisterPredecessor |
P4358
|
FINISHED |
| Object |
Ivan Kostov
Ivan Kostov is a Bulgarian economist and politician who served as Prime Minister of Bulgaria from 1997 to 2001, leading major post-communist economic and political reforms.
|
E1192511
|
NE FINISHED |
How this triple was built (5 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: Ivan Kostov | Statement: [Simeon II, primeMinisterPredecessor, Ivan Kostov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ivan Kostov Context triple: [Simeon II, primeMinisterPredecessor, Ivan Kostov]
-
A.
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.
-
B.
Ivan Hadzhinikolov
Ivan Hadzhinikolov was a Bulgarian revolutionary and educator best known as one of the principal founders and organizers of the Internal Macedonian Revolutionary Organization (IMRO).
-
C.
Stanislav Nikolov
Stanislav Nikolov is a researcher known for co-authoring the landmark 2021 Nature paper on AlphaFold, the deep learning system for highly accurate protein structure prediction.
-
D.
Georgi Todorov
Georgi Todorov was a Bulgarian general who played a prominent command role in the Balkan Wars and World War I.
-
E.
Yordan Letchkov
Yordan Letchkov is a former Bulgarian attacking midfielder best known for his decisive headed goal against Germany at the 1994 FIFA World Cup, which helped Bulgaria reach the semifinals.
- 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: Ivan Kostov Triple: [Simeon II, primeMinisterPredecessor, Ivan Kostov]
Generated description
Ivan Kostov is a Bulgarian economist and politician who served as Prime Minister of Bulgaria from 1997 to 2001, leading major post-communist economic and political reforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ivan Kostov Target entity description: Ivan Kostov is a Bulgarian economist and politician who served as Prime Minister of Bulgaria from 1997 to 2001, leading major post-communist economic and political reforms.
-
A.
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.
-
B.
Ivan Hadzhinikolov
Ivan Hadzhinikolov was a Bulgarian revolutionary and educator best known as one of the principal founders and organizers of the Internal Macedonian Revolutionary Organization (IMRO).
-
C.
Stanislav Nikolov
Stanislav Nikolov is a researcher known for co-authoring the landmark 2021 Nature paper on AlphaFold, the deep learning system for highly accurate protein structure prediction.
-
D.
Georgi Todorov
Georgi Todorov was a Bulgarian general who played a prominent command role in the Balkan Wars and World War I.
-
E.
Yordan Letchkov
Yordan Letchkov is a former Bulgarian attacking midfielder best known for his decisive headed goal against Germany at the 1994 FIFA World Cup, which helped Bulgaria reach the semifinals.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primeMinisterPredecessor Context triple: [Simeon II, primeMinisterPredecessor, Ivan Kostov]
-
A.
predecessorAsPrimeMinister
chosen
Indicates that one person previously held the office of Prime Minister immediately before another person.
-
B.
lastPrimeMinister
Indicates that the subject is the most recent individual to have held the office of prime minister of the object entity.
-
C.
primeMinisterFrom
Indicates that a person serves or has served as the prime minister of a specified country, region, or political entity.
-
D.
primeMinisterOf
Indicates that a person holds the office of prime minister as the head of government of a specified country or political entity.
-
E.
primeMinisterUnder
Indicates that one person holds the position of prime minister serving under the authority, leadership, or administration of another specified person (such as a head of state or monarch).
- F. None of above.
Provenance (6 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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1ff63edb0819092cbb671967bbdcd |
completed | April 17, 2026, 9:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe48907148190ab04520717141788 |
completed | May 10, 2026, 1:51 a.m. |
| NEDg | Description generation | batch_69ffe67043588190864864d40956682b |
completed | May 10, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe6f510cc8190b6b8c46c0356d36a |
completed | May 10, 2026, 2:01 a.m. |
| PD | Predicate disambiguation | batch_69e1827ad7c88190b867da511cbfb7fa |
completed | April 17, 2026, 12:44 a.m. |
Created at: April 10, 2026, 4:57 a.m.