Triple

T16788825
Position Surface form Disambiguated ID Type / Status
Subject Kiro Gligorov E408048 entity
Predicate spouse P13 FINISHED
Object Nada Gligorova
Nada Gligorova was the wife of Kiro Gligorov, the first President of independent Macedonia, and a public figure associated with his political life and legacy.
 E1235779 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: Nada Gligorova | Statement: [Kiro Gligorov, spouse, Nada Gligorova]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nada Gligorova
Context triple: [Kiro Gligorov, spouse, Nada Gligorova]
  • A. Violeta Gligorova
    Violeta Gligorova was the wife of Kiro Gligorov, the first President of independent Macedonia.
  • B. Jasna Crvenkovska
    Jasna Crvenkovska is best known as the wife of Branko Crvenkovski, a prominent Macedonian politician and former President of North Macedonia.
  • C. Pera Atasheva
    Pera Atasheva was a Soviet film editor, screenwriter, and archivist best known for her long-term collaboration with and marriage to pioneering director Sergei Eisenstein.
  • D. Sara Trajkovska
    Sara Trajkovska is known as the daughter of the late Boris Trajkovski, the former President of North Macedonia.
  • E. Maria Zheleva
    Maria Zheleva was a Bulgarian intellectual and public figure best known as the wife of Bulgaria’s first democratically elected president, Zhelyu Zhelev.
  • 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: Nada Gligorova
Triple: [Kiro Gligorov, spouse, Nada Gligorova]
Generated description
Nada Gligorova was the wife of Kiro Gligorov, the first President of independent Macedonia, and a public figure associated with his political life and legacy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nada Gligorova
Target entity description: Nada Gligorova was the wife of Kiro Gligorov, the first President of independent Macedonia, and a public figure associated with his political life and legacy.
  • A. Violeta Gligorova
    Violeta Gligorova was the wife of Kiro Gligorov, the first President of independent Macedonia.
  • B. Jasna Crvenkovska
    Jasna Crvenkovska is best known as the wife of Branko Crvenkovski, a prominent Macedonian politician and former President of North Macedonia.
  • C. Pera Atasheva
    Pera Atasheva was a Soviet film editor, screenwriter, and archivist best known for her long-term collaboration with and marriage to pioneering director Sergei Eisenstein.
  • D. Sara Trajkovska
    Sara Trajkovska is known as the daughter of the late Boris Trajkovski, the former President of North Macedonia.
  • E. Maria Zheleva
    Maria Zheleva was a Bulgarian intellectual and public figure best known as the wife of Bulgaria’s first democratically elected president, Zhelyu Zhelev.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b21c49788190b9a2ca2101604f64 completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b28970748190836806c68ad9e230 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b645d0b08190931a09050ed0355a completed May 10, 2026, 4:45 p.m.
NED2 Entity disambiguation (via description) batch_6a00b6b603f88190a533907cbdc31817 completed May 10, 2026, 4:47 p.m.
Created at: April 10, 2026, 5:22 a.m.