Triple

T4152873
Position Surface form Disambiguated ID Type / Status
Subject Prime Minister of North Macedonia E89946 entity
Predicate firstHolder P291 FINISHED
Object Nikola Kljusev
Nikola Kljusev was a Macedonian economist and politician who served as the first prime minister of an independent Republic of Macedonia in the early 1990s.
E419827 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: Nikola Kljusev | Statement: [Prime Minister of North Macedonia, firstHolder, Nikola Kljusev]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nikola Kljusev
Context triple: [Prime Minister of North Macedonia, firstHolder, Nikola Kljusev]
  • A. Kosta Runjaić
    Kosta Runjaić is a German-Croatian football manager known for his successful stints in Polish football, particularly for elevating Pogoń Szczecin’s performance in the Ekstraklasa.
  • B. Zora Petrović
    Zora Petrović was a prominent Serbian painter known for her expressive, color-rich works and significant contribution to 20th-century Yugoslav art.
  • C. Ivan Sratsimir
    Ivan Sratsimir was a 14th-century Bulgarian tsar who ruled the Vidin-based western part of the fragmented Second Bulgarian Empire during its final decades before Ottoman conquest.
  • D. Ljubomir Ilić
    Ljubomir Ilić was a Yugoslav aircraft designer best known for co-designing the Ikarus IK-2 fighter aircraft.
  • E. Ilija Trojanow
    Ilija Trojanow is a Bulgarian-born German writer, translator, and publisher known for his travel literature, novels, and essays that often explore themes of migration, cultural identity, and globalization.
  • 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: Nikola Kljusev
Triple: [Prime Minister of North Macedonia, firstHolder, Nikola Kljusev]
Generated description
Nikola Kljusev was a Macedonian economist and politician who served as the first prime minister of an independent Republic of Macedonia in the early 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nikola Kljusev
Target entity description: Nikola Kljusev was a Macedonian economist and politician who served as the first prime minister of an independent Republic of Macedonia in the early 1990s.
  • A. Kosta Runjaić
    Kosta Runjaić is a German-Croatian football manager known for his successful stints in Polish football, particularly for elevating Pogoń Szczecin’s performance in the Ekstraklasa.
  • B. Zora Petrović
    Zora Petrović was a prominent Serbian painter known for her expressive, color-rich works and significant contribution to 20th-century Yugoslav art.
  • C. Ivan Sratsimir
    Ivan Sratsimir was a 14th-century Bulgarian tsar who ruled the Vidin-based western part of the fragmented Second Bulgarian Empire during its final decades before Ottoman conquest.
  • D. Ljubomir Ilić
    Ljubomir Ilić was a Yugoslav aircraft designer best known for co-designing the Ikarus IK-2 fighter aircraft.
  • E. Ilija Trojanow
    Ilija Trojanow is a Bulgarian-born German writer, translator, and publisher known for his travel literature, novels, and essays that often explore themes of migration, cultural identity, and globalization.
  • 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_69aed95a59a881909b26e70b42c6811a completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0277a910819085cde5df9a8110d8 completed March 9, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589e73f1c8190ac1c09201c7844a8 completed March 14, 2026, 4:16 p.m.
NEDg Description generation batch_69b58b977eb88190ae56f4dedb7147e6 completed March 14, 2026, 4:23 p.m.
NED2 Entity disambiguation (via description) batch_69b58c18fa24819099f122b3a79d1065 completed March 14, 2026, 4:26 p.m.
Created at: March 9, 2026, 3:44 p.m.