Triple

T16492201
Position Surface form Disambiguated ID Type / Status
Subject Kiro Gligorov E400593 entity
Predicate spouse P13 FINISHED
Object Violeta Gligorova
Violeta Gligorova was the wife of Kiro Gligorov, the first President of independent Macedonia.
 E1219238 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: Violeta Gligorova | Statement: [Kiro Gligorov, spouse, Violeta Gligorova]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Violeta Gligorova
Context triple: [Kiro Gligorov, spouse, Violeta Gligorova]
  • A. 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.
  • B. Katerina Goseva-Popstojanova
    Katerina Goseva-Popstojanova is a computer scientist known for her research in software reliability, security, and quantitative evaluation of complex software systems.
  • C. Mariya Dimitrova
    Mariya Dimitrova is a Bulgarian triple jumper who has competed internationally, including at World Championships and Olympic Games.
  • D. Dobrina Liubomirova
    Dobrina Liubomirova is an actress known for her role in the Mexican romantic comedy film "Sólo con tu pareja."
  • E. 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.
  • 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: Violeta Gligorova
Triple: [Kiro Gligorov, spouse, Violeta Gligorova]
Generated description
Violeta Gligorova was the wife of Kiro Gligorov, the first President of independent Macedonia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Violeta Gligorova
Target entity description: Violeta Gligorova was the wife of Kiro Gligorov, the first President of independent Macedonia.
  • A. 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.
  • B. Katerina Goseva-Popstojanova
    Katerina Goseva-Popstojanova is a computer scientist known for her research in software reliability, security, and quantitative evaluation of complex software systems.
  • C. Mariya Dimitrova
    Mariya Dimitrova is a Bulgarian triple jumper who has competed internationally, including at World Championships and Olympic Games.
  • D. Dobrina Liubomirova
    Dobrina Liubomirova is an actress known for her role in the Mexican romantic comedy film "Sólo con tu pareja."
  • E. 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.
  • 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_69d883813098819084f5409539723b59 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e30cb648190a52cb32896c4ac5a completed April 18, 2026, 7:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067a168c081908f630b45bf85d9f6 completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a0068521c0c819093ddd51aa6f25995 completed May 10, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0068ab40d08190b8998c8f97bd34a5 completed May 10, 2026, 11:14 a.m.
Created at: April 10, 2026, 5:13 a.m.