Triple
T3921031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of North Macedonia |
E88957
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Boris Trajkovski
Boris Trajkovski was a Macedonian politician and lawyer who served as the country's head of state during the early 2000s, playing a key role in stabilizing interethnic relations before his death in a plane crash in 2004.
|
E400594
|
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: Boris Trajkovski | Statement: [President of North Macedonia, officeHolder, Boris Trajkovski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boris Trajkovski Context triple: [President of North Macedonia, officeHolder, Boris Trajkovski]
-
A.
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.
-
B.
Stefan Dečanski
Stefan Dečanski was a 14th-century King of Serbia from the Nemanjić dynasty, known for consolidating the medieval Serbian state and commissioning significant Orthodox Christian monuments.
-
C.
Vladimir Tenev
Vladimir Tenev is a Bulgarian-American entrepreneur best known as the co-founder and CEO of the commission-free trading platform Robinhood Markets.
-
D.
Dragomir Anguelov
Dragomir Anguelov is a computer scientist known for his work in machine learning and computer vision, particularly in 3D perception and autonomous driving.
-
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: Boris Trajkovski Triple: [President of North Macedonia, officeHolder, Boris Trajkovski]
Generated description
Boris Trajkovski was a Macedonian politician and lawyer who served as the country's head of state during the early 2000s, playing a key role in stabilizing interethnic relations before his death in a plane crash in 2004.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boris Trajkovski Target entity description: Boris Trajkovski was a Macedonian politician and lawyer who served as the country's head of state during the early 2000s, playing a key role in stabilizing interethnic relations before his death in a plane crash in 2004.
-
A.
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.
-
B.
Stefan Dečanski
Stefan Dečanski was a 14th-century King of Serbia from the Nemanjić dynasty, known for consolidating the medieval Serbian state and commissioning significant Orthodox Christian monuments.
-
C.
Vladimir Tenev
Vladimir Tenev is a Bulgarian-American entrepreneur best known as the co-founder and CEO of the commission-free trading platform Robinhood Markets.
-
D.
Dragomir Anguelov
Dragomir Anguelov is a computer scientist known for his work in machine learning and computer vision, particularly in 3D perception and autonomous driving.
-
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_69b5286c807481908a67471da777b264 |
completed | March 14, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69b5298d7be08190adb4a23edb716ce6 |
completed | March 14, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52de8756c81909d03188bdc29ee88 |
completed | March 14, 2026, 9:44 a.m. |
Created at: March 9, 2026, 3:22 p.m.