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.