Triple

T3921018
Position Surface form Disambiguated ID Type / Status
Subject President of North Macedonia E88957 entity
Predicate firstHolder P291 FINISHED
Object Kiro Gligorov
Kiro Gligorov was a Macedonian statesman who led the country’s peaceful transition to independence from Yugoslavia and became its first democratically elected president.
E408048 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: Kiro Gligorov | Statement: [President of North Macedonia, firstHolder, Kiro Gligorov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kiro Gligorov
Context triple: [President of North Macedonia, firstHolder, Kiro Gligorov]
  • A. Todor Zhivkov
    Todor Zhivkov was the longtime communist head of state of Bulgaria, ruling the country from the mid-1950s until 1989 and overseeing its close alignment with the Soviet Union.
  • B. Zhelyu Zhelev
    Zhelyu Zhelev was a Bulgarian philosopher, dissident, and politician who became the country’s first democratically elected president after the fall of communism.
  • C. Georgi Dimitrov
    Georgi Dimitrov was a prominent Bulgarian communist statesman and international communist leader who served as the first communist prime minister of Bulgaria after World War II.
  • D. 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).
  • E. Ivan Bakayev
    Ivan Bakayev was a Soviet Old Bolshevik and party official who became one of the prominent victims of Stalin’s Great Purge, executed after being tried in the infamous 1936 Moscow show trial known as the Trial of the Sixteen.
  • 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: Kiro Gligorov
Triple: [President of North Macedonia, firstHolder, Kiro Gligorov]
Generated description
Kiro Gligorov was a Macedonian statesman who led the country’s peaceful transition to independence from Yugoslavia and became its first democratically elected president.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kiro Gligorov
Target entity description: Kiro Gligorov was a Macedonian statesman who led the country’s peaceful transition to independence from Yugoslavia and became its first democratically elected president.
  • A. Todor Zhivkov
    Todor Zhivkov was the longtime communist head of state of Bulgaria, ruling the country from the mid-1950s until 1989 and overseeing its close alignment with the Soviet Union.
  • B. Zhelyu Zhelev
    Zhelyu Zhelev was a Bulgarian philosopher, dissident, and politician who became the country’s first democratically elected president after the fall of communism.
  • C. Georgi Dimitrov
    Georgi Dimitrov was a prominent Bulgarian communist statesman and international communist leader who served as the first communist prime minister of Bulgaria after World War II.
  • D. 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).
  • E. Ivan Bakayev
    Ivan Bakayev was a Soviet Old Bolshevik and party official who became one of the prominent victims of Stalin’s Great Purge, executed after being tried in the infamous 1936 Moscow show trial known as the Trial of the Sixteen.
  • 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_69b55614ffa48190b15a1c2ec20638f2 completed March 14, 2026, 12:35 p.m.
NEDg Description generation batch_69b556dd4c4c819082c08f0278f174a3 completed March 14, 2026, 12:38 p.m.
NED2 Entity disambiguation (via description) batch_69b557e929088190878c9af98207f64a completed March 14, 2026, 12:43 p.m.
Created at: March 9, 2026, 3:22 p.m.