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.