Triple
T3921033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of North Macedonia |
E88957
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Gjorge Ivanov
Gjorge Ivanov is a Macedonian politician and academic who served as President of North Macedonia from 2009 to 2019.
|
E413570
|
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: Gjorge Ivanov | Statement: [President of North Macedonia, officeHolder, Gjorge Ivanov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gjorge Ivanov Context triple: [President of North Macedonia, officeHolder, Gjorge Ivanov]
-
A.
Vasil Terziev
Vasil Terziev is a Bulgarian entrepreneur and politician who serves as the mayor of Sofia.
-
B.
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.
-
C.
Ivan Bakayev
Ivan Bakayev was a Soviet Old Bolshevik and party official who became one of the prominent victims of Stalin’s Great Purge, executed after being tried in the infamous 1936 Moscow show trial known as the Trial of the Sixteen.
-
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.
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).
- 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: Gjorge Ivanov Triple: [President of North Macedonia, officeHolder, Gjorge Ivanov]
Generated description
Gjorge Ivanov is a Macedonian politician and academic who served as President of North Macedonia from 2009 to 2019.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gjorge Ivanov Target entity description: Gjorge Ivanov is a Macedonian politician and academic who served as President of North Macedonia from 2009 to 2019.
-
A.
Vasil Terziev
Vasil Terziev is a Bulgarian entrepreneur and politician who serves as the mayor of Sofia.
-
B.
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.
-
C.
Ivan Bakayev
Ivan Bakayev was a Soviet Old Bolshevik and party official who became one of the prominent victims of Stalin’s Great Purge, executed after being tried in the infamous 1936 Moscow show trial known as the Trial of the Sixteen.
-
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.
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).
- 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_69aed955229881909e85e73ffab1d343 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed5c28b08190b32ce81e5bd8f586 |
completed | March 9, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b3d66ec819087616d434d594095 |
completed | March 14, 2026, 2:05 p.m. |
| NEDg | Description generation | batch_69b56f1a5e348190801c63c00b838f3c |
completed | March 14, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56f7f1f7881909c8003e4e498fac5 |
completed | March 14, 2026, 2:23 p.m. |
Created at: March 9, 2026, 3:22 p.m.