Triple
T16492233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boris Trajkovski |
E400594
|
entity |
| Predicate | memberOfPoliticalParty |
P10
|
FINISHED |
| Object |
VMRO-DPMNE
VMRO-DPMNE is a major conservative and nationalist political party in North Macedonia that has played a leading role in the country’s post-independence politics.
|
E1216641
|
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: VMRO-DPMNE | Statement: [Boris Trajkovski, memberOfPoliticalParty, VMRO-DPMNE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: VMRO-DPMNE Context triple: [Boris Trajkovski, memberOfPoliticalParty, VMRO-DPMNE]
-
A.
Bulgarian Socialist Party
The Bulgarian Socialist Party is a major left-wing political party in Bulgaria that emerged from the former ruling communist party and advocates social-democratic and democratic socialist policies.
-
B.
Bulgarian Agrarian National Union
The Bulgarian Agrarian National Union is a historic Bulgarian political party rooted in agrarian and peasant interests that played a major role in the country’s 20th-century political upheavals.
-
C.
Democratic Party of Kosovo
The Democratic Party of Kosovo is a major center-right political party in Kosovo that emerged from the Kosovo Liberation Army’s political wing and has played a leading role in the country’s post-war governance.
-
D.
Democratic Party of Albania
The Democratic Party of Albania is a major center-right political party and one of the two dominant forces in Albanian politics, traditionally opposing the Socialist Party of Albania.
-
E.
Bulgarian Communist Party
The Bulgarian Communist Party was the ruling Marxist–Leninist political party that governed the People's Republic of Bulgaria during the Cold War as part of the Soviet-aligned Eastern Bloc.
- 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: VMRO-DPMNE Triple: [Boris Trajkovski, memberOfPoliticalParty, VMRO-DPMNE]
Generated description
VMRO-DPMNE is a major conservative and nationalist political party in North Macedonia that has played a leading role in the country’s post-independence politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: VMRO-DPMNE Target entity description: VMRO-DPMNE is a major conservative and nationalist political party in North Macedonia that has played a leading role in the country’s post-independence politics.
-
A.
Bulgarian Socialist Party
The Bulgarian Socialist Party is a major left-wing political party in Bulgaria that emerged from the former ruling communist party and advocates social-democratic and democratic socialist policies.
-
B.
Bulgarian Agrarian National Union
The Bulgarian Agrarian National Union is a historic Bulgarian political party rooted in agrarian and peasant interests that played a major role in the country’s 20th-century political upheavals.
-
C.
Democratic Party of Kosovo
The Democratic Party of Kosovo is a major center-right political party in Kosovo that emerged from the Kosovo Liberation Army’s political wing and has played a leading role in the country’s post-war governance.
-
D.
Democratic Party of Albania
The Democratic Party of Albania is a major center-right political party and one of the two dominant forces in Albanian politics, traditionally opposing the Socialist Party of Albania.
-
E.
Bulgarian Communist Party
The Bulgarian Communist Party was the ruling Marxist–Leninist political party that governed the People's Republic of Bulgaria during the Cold War as part of the Soviet-aligned Eastern Bloc.
- 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_6a0058266b8c8190adc0974025553783 |
completed | May 10, 2026, 10:04 a.m. |
| NEDg | Description generation | batch_6a0058919c148190b0fae3d33e62377f |
completed | May 10, 2026, 10:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0059da52dc8190ad1a4ed4a659be26 |
completed | May 10, 2026, 10:11 a.m. |
Created at: April 10, 2026, 5:13 a.m.