Triple

T3531177
Position Surface form Disambiguated ID Type / Status
Subject Leonid Kravchuk E74662 entity
Predicate succeededBy P78 FINISHED
Object 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.
E364491 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: Leonid Kuchma | Statement: [Leonid Kravchuk, succeededBy, Leonid Kuchma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonid Kuchma
Context triple: [Leonid Kravchuk, succeededBy, Leonid Kuchma]
  • A. Petro Poroshenko
    Petro Poroshenko is a Ukrainian businessman and politician who served as the fifth President of Ukraine from 2014 to 2019, playing a key role during the country’s post-Maidan transition and conflict with Russia.
  • B. Volodymyr Groysman
    Volodymyr Groysman is a Ukrainian politician who served as Prime Minister of Ukraine from 2016 to 2019.
  • C. Arsen Avakov
    Arsen Avakov is a Ukrainian politician who served for many years as the country’s powerful Minister of Internal Affairs, overseeing police and internal security across multiple governments.
  • D. Dmytro Razumkov
    Dmytro Razumkov is a Ukrainian politician who served as the chairman of the Verkhovna Rada and was a prominent leader of the Servant of the People party during Volodymyr Zelenskyy's rise to power.
  • E. Oleksiy Orzhel
    Oleksiy Orzhel is a Ukrainian politician and energy expert who served as Minister of Energy and Environmental Protection in the government of Oleksiy Honcharuk.
  • 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: Leonid Kuchma
Triple: [Leonid Kravchuk, succeededBy, Leonid Kuchma]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leonid Kuchma
Target entity description: 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.
  • A. Petro Poroshenko
    Petro Poroshenko is a Ukrainian businessman and politician who served as the fifth President of Ukraine from 2014 to 2019, playing a key role during the country’s post-Maidan transition and conflict with Russia.
  • B. Volodymyr Groysman
    Volodymyr Groysman is a Ukrainian politician who served as Prime Minister of Ukraine from 2016 to 2019.
  • C. Arsen Avakov
    Arsen Avakov is a Ukrainian politician who served for many years as the country’s powerful Minister of Internal Affairs, overseeing police and internal security across multiple governments.
  • D. Dmytro Razumkov
    Dmytro Razumkov is a Ukrainian politician who served as the chairman of the Verkhovna Rada and was a prominent leader of the Servant of the People party during Volodymyr Zelenskyy's rise to power.
  • E. Oleksiy Orzhel
    Oleksiy Orzhel is a Ukrainian politician and energy expert who served as Minister of Energy and Environmental Protection in the government of Oleksiy Honcharuk.
  • 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_69ad85d1a3948190931fd1ea1f49717b completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc988ee081909c6b9d5eed0d2d6d completed March 8, 2026, 6:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e97536881908d5ed3dfe602c9e0 completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37f232b8881908f7b4df89399d1d8 completed March 13, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_69b37f8fea9481909eb82a06e6c71e98 completed March 13, 2026, 3:08 a.m.
Created at: March 8, 2026, 3:19 p.m.