Triple
T16492220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boris Trajkovski |
E400594
|
entity |
| Predicate | headOfGovernment |
P307
|
FINISHED |
| Object |
Ljubčo Georgievski
Ljubčo Georgievski is a Macedonian politician and former Prime Minister who played a key role in the country’s transition to independence and multi-party democracy.
|
E1238010
|
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: Ljubčo Georgievski | Statement: [Boris Trajkovski, headOfGovernment, Ljubčo Georgievski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ljubčo Georgievski Context triple: [Boris Trajkovski, headOfGovernment, Ljubčo Georgievski]
-
A.
Boris Sarafov
Boris Sarafov was a prominent Bulgarian revolutionary and military officer known for his leading role in the Macedonian liberation movement at the turn of the 20th century.
-
B.
Hristo Tatarchev
Hristo Tatarchev was a Bulgarian revolutionary and physician who played a key role in the Macedonian liberation movement at the turn of the 20th century.
-
C.
Vlado Chernozemski
Vlado Chernozemski was a Bulgarian revolutionary and assassin best known for killing King Alexander I of Yugoslavia in 1934 as part of the Internal Macedonian Revolutionary Organization (IMRO).
-
D.
Marin Drinov
Marin Drinov was a prominent Bulgarian historian, scholar, and public figure regarded as one of the founders of modern Bulgarian historiography and a leading architect of Bulgaria’s cultural and educational revival in the 19th century.
-
E.
Gjorge Ivanov
Gjorge Ivanov is a Macedonian politician and academic who served as President of North Macedonia from 2009 to 2019.
- 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: Ljubčo Georgievski Triple: [Boris Trajkovski, headOfGovernment, Ljubčo Georgievski]
Generated description
Ljubčo Georgievski is a Macedonian politician and former Prime Minister who played a key role in the country’s transition to independence and multi-party democracy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ljubčo Georgievski Target entity description: Ljubčo Georgievski is a Macedonian politician and former Prime Minister who played a key role in the country’s transition to independence and multi-party democracy.
-
A.
Boris Sarafov
Boris Sarafov was a prominent Bulgarian revolutionary and military officer known for his leading role in the Macedonian liberation movement at the turn of the 20th century.
-
B.
Hristo Tatarchev
Hristo Tatarchev was a Bulgarian revolutionary and physician who played a key role in the Macedonian liberation movement at the turn of the 20th century.
-
C.
Vlado Chernozemski
Vlado Chernozemski was a Bulgarian revolutionary and assassin best known for killing King Alexander I of Yugoslavia in 1934 as part of the Internal Macedonian Revolutionary Organization (IMRO).
-
D.
Marin Drinov
Marin Drinov was a prominent Bulgarian historian, scholar, and public figure regarded as one of the founders of modern Bulgarian historiography and a leading architect of Bulgaria’s cultural and educational revival in the 19th century.
-
E.
Gjorge Ivanov
Gjorge Ivanov is a Macedonian politician and academic who served as President of North Macedonia from 2009 to 2019.
- 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_69d883813098819084f5409539723b59 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e30cb648190a52cb32896c4ac5a |
completed | April 18, 2026, 7:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c291e2008190b41a989c5c6e2860 |
completed | May 10, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_6a00c332051c8190b086a6e29b8d9c61 |
completed | May 10, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c434d8f88190a71c1c4c8e475e33 |
completed | May 10, 2026, 5:45 p.m. |
Created at: April 10, 2026, 5:13 a.m.