Triple
T17020010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kevin Pangos |
E412922
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object |
Vlado Ilievski
Vlado Ilievski is a retired Macedonian professional basketball point guard who played for several top European clubs and represented North Macedonia’s national team.
|
E1247750
|
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: Vlado Ilievski | Statement: [Kevin Pangos, relative, Vlado Ilievski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vlado Ilievski Context triple: [Kevin Pangos, relative, Vlado Ilievski]
-
A.
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.
-
B.
Vangel Božinovski
Vangel Božinovski is a Macedonian architect best known for designing the distinctive Mother Teresa Memorial House in Skopje.
-
C.
Hristijan Mickoski
Hristijan Mickoski is a Macedonian politician and leader of the VMRO-DPMNE party who serves as the Prime Minister of North Macedonia.
-
D.
Stevo Pendarovski
Stevo Pendarovski is a Macedonian politician and academic who has served as the President of North Macedonia, known for his pro-European Union stance and focus on regional stability.
-
E.
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.
- 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: Vlado Ilievski Triple: [Kevin Pangos, relative, Vlado Ilievski]
Generated description
Vlado Ilievski is a retired Macedonian professional basketball point guard who played for several top European clubs and represented North Macedonia’s national team.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vlado Ilievski Target entity description: Vlado Ilievski is a retired Macedonian professional basketball point guard who played for several top European clubs and represented North Macedonia’s national team.
-
A.
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.
-
B.
Vangel Božinovski
Vangel Božinovski is a Macedonian architect best known for designing the distinctive Mother Teresa Memorial House in Skopje.
-
C.
Hristijan Mickoski
Hristijan Mickoski is a Macedonian politician and leader of the VMRO-DPMNE party who serves as the Prime Minister of North Macedonia.
-
D.
Stevo Pendarovski
Stevo Pendarovski is a Macedonian politician and academic who has served as the President of North Macedonia, known for his pro-European Union stance and focus on regional stability.
-
E.
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.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d482c3a0819099e6ea4acb0a08ee |
completed | April 18, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012334c3b48190b125ab926450c45b |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a0125420bd08190b969849a206a67d1 |
completed | May 11, 2026, 12:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0125c7c4f48190b570dabd341b1ef1 |
completed | May 11, 2026, 12:41 a.m. |
Created at: April 10, 2026, 5:33 a.m.