Triple

T15249960
Position Surface form Disambiguated ID Type / Status
Subject Leonid Kuchma E364491 entity
Predicate spouse P13 FINISHED
Object Lyudmyla Kuchma
Lyudmyla Kuchma is a Ukrainian public figure best known as the wife of former Ukrainian president Leonid Kuchma and for her involvement in social and charitable activities.
 E1157515 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: Lyudmyla Kuchma | Statement: [Leonid Kuchma, spouse, Lyudmyla Kuchma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lyudmyla Kuchma
Context triple: [Leonid Kuchma, spouse, Lyudmyla Kuchma]
  • A. Valentyna Kravchuk
    Valentyna Kravchuk is a notable individual who bears the Ukrainian surname Kravchuk, recognized among people associated with this family name.
  • B. Leonid Kuchma
    Leonid Kuchma is a Ukrainian politician who served as the second President of Ukraine from 1994 to 2005, overseeing a turbulent post-Soviet transition marked by economic reforms and political controversies.
  • C. Yulia Tymoshenko
    Yulia Tymoshenko is a prominent Ukrainian politician and former prime minister known for her leading role in the Orange Revolution and long-time leadership of the Batkivshchyna party.
  • D. Halyna Kravchuk
    Halyna Kravchuk is a notable individual who bears the Ukrainian surname Kravchuk, associated with several prominent figures in Ukrainian public and cultural life.
  • E. Viktor Yushchenko
    Viktor Yushchenko is a Ukrainian politician and former President of Ukraine, known for his pro-Western stance and central role in the Orange Revolution.
  • 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: Lyudmyla Kuchma
Triple: [Leonid Kuchma, spouse, Lyudmyla Kuchma]
Generated description
Lyudmyla Kuchma is a Ukrainian public figure best known as the wife of former Ukrainian president Leonid Kuchma and for her involvement in social and charitable activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lyudmyla Kuchma
Target entity description: Lyudmyla Kuchma is a Ukrainian public figure best known as the wife of former Ukrainian president Leonid Kuchma and for her involvement in social and charitable activities.
  • A. Valentyna Kravchuk
    Valentyna Kravchuk is a notable individual who bears the Ukrainian surname Kravchuk, recognized among people associated with this family name.
  • B. Leonid Kuchma
    Leonid Kuchma is a Ukrainian politician who served as the second President of Ukraine from 1994 to 2005, overseeing a turbulent post-Soviet transition marked by economic reforms and political controversies.
  • C. Yulia Tymoshenko
    Yulia Tymoshenko is a prominent Ukrainian politician and former prime minister known for her leading role in the Orange Revolution and long-time leadership of the Batkivshchyna party.
  • D. Halyna Kravchuk
    Halyna Kravchuk is a notable individual who bears the Ukrainian surname Kravchuk, associated with several prominent figures in Ukrainian public and cultural life.
  • E. Viktor Yushchenko
    Viktor Yushchenko is a Ukrainian politician and former President of Ukraine, known for his pro-Western stance and central role in the Orange Revolution.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007f62b9c8190b9ad40e2d1912b63 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff219294d48190a4b6754aa107b155 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff2238fdd481909d958880e27d164c completed May 9, 2026, 12:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff22ac9b888190bd3e7078fd23f500 completed May 9, 2026, 12:03 p.m.
Created at: April 10, 2026, 3:13 a.m.