Triple

T17046078
Position Surface form Disambiguated ID Type / Status
Subject Gjorge Ivanov E413570 entity
Predicate election P353 FINISHED
Object 2014 Macedonian presidential election
The 2014 Macedonian presidential election was a national vote in which incumbent president Gjorge Ivanov secured a second term as head of state of North Macedonia (then officially the Republic of Macedonia).
E1248327 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: 2014 Macedonian presidential election | Statement: [Gjorge Ivanov, election, 2014 Macedonian presidential election]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2014 Macedonian presidential election
Context triple: [Gjorge Ivanov, election, 2014 Macedonian presidential election]
  • A. 1994 Macedonian presidential election
    The 1994 Macedonian presidential election was a national vote in which incumbent president Kiro Gligorov secured a second term as head of state of the newly independent Republic of Macedonia.
  • B. 2014 Romanian presidential election
    The 2014 Romanian presidential election was a two-round national vote that resulted in Klaus Iohannis unexpectedly defeating then–Prime Minister Victor Ponta to become Romania’s president.
  • C. 1992 Bulgarian presidential election
    The 1992 Bulgarian presidential election was the country’s first direct popular vote for president following the fall of communism, resulting in the victory of incumbent head of state Zhelyu Zhelev.
  • D. 2022 Serbian parliamentary election
    The 2022 Serbian parliamentary election was a national vote to elect members of Serbia’s National Assembly, resulting in a continued majority for President Aleksandar Vučić’s ruling coalition and further consolidating its political dominance.
  • E. 2006 Montenegrin independence referendum
    The 2006 Montenegrin independence referendum was a pivotal vote in which Montenegro narrowly chose to dissolve its state union with Serbia and re-establish itself as a sovereign nation.
  • 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: 2014 Macedonian presidential election
Triple: [Gjorge Ivanov, election, 2014 Macedonian presidential election]
Generated description
The 2014 Macedonian presidential election was a national vote in which incumbent president Gjorge Ivanov secured a second term as head of state of North Macedonia (then officially the Republic of Macedonia).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2014 Macedonian presidential election
Target entity description: The 2014 Macedonian presidential election was a national vote in which incumbent president Gjorge Ivanov secured a second term as head of state of North Macedonia (then officially the Republic of Macedonia).
  • A. 1994 Macedonian presidential election
    The 1994 Macedonian presidential election was a national vote in which incumbent president Kiro Gligorov secured a second term as head of state of the newly independent Republic of Macedonia.
  • B. 2014 Romanian presidential election
    The 2014 Romanian presidential election was a two-round national vote that resulted in Klaus Iohannis unexpectedly defeating then–Prime Minister Victor Ponta to become Romania’s president.
  • C. 1992 Bulgarian presidential election
    The 1992 Bulgarian presidential election was the country’s first direct popular vote for president following the fall of communism, resulting in the victory of incumbent head of state Zhelyu Zhelev.
  • D. 2022 Serbian parliamentary election
    The 2022 Serbian parliamentary election was a national vote to elect members of Serbia’s National Assembly, resulting in a continued majority for President Aleksandar Vučić’s ruling coalition and further consolidating its political dominance.
  • E. 2006 Montenegrin independence referendum
    The 2006 Montenegrin independence referendum was a pivotal vote in which Montenegro narrowly chose to dissolve its state union with Serbia and re-establish itself as a sovereign nation.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3da9e3d8881909f197aba0e4c97e7 completed April 18, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01233cd3d48190b002951881ef670b completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a0124f158a08190a803b37378a2c253 completed May 11, 2026, 12:38 a.m.
NED2 Entity disambiguation (via description) batch_6a012569322081908b60694851d50e4b completed May 11, 2026, 12:40 a.m.
Created at: April 10, 2026, 5:33 a.m.