Triple

T12512519
Position Surface form Disambiguated ID Type / Status
Subject Rumen Radev E299114 entity
Predicate spouse P13 FINISHED
Object Desislava Radeva
Desislava Radeva is a Bulgarian public figure and former First Lady of Bulgaria, known for her social and charitable activities during the presidency of her husband, Rumen Radev.
E987880 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: Desislava Radeva | Statement: [Rumen Radev, spouse, Desislava Radeva]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Desislava Radeva
Context triple: [Rumen Radev, spouse, Desislava Radeva]
  • A. Korneliya Ninova
    Korneliya Ninova is a Bulgarian politician and lawyer who has led the Bulgarian Socialist Party and served as a prominent figure in the country’s left-wing politics.
  • B. Ludmila Stoyanova
    Ludmila Stoyanova is known primarily as the spouse of Bulgarian communist leader Georgi Dimitrov.
  • C. Georgieva
    Georgieva is the surname of Kristalina Georgieva, a Bulgarian economist and the managing director of the International Monetary Fund.
  • D. Rumen Radev
    Rumen Radev is a Bulgarian politician and former Air Force commander who has served as the country's president since 2017.
  • E. Iordana Borilă
    Iordana Borilă is a Romanian woman best known as the wife of Valentin Ceaușescu, the son of former Romanian communist leader Nicolae Ceaușescu.
  • 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: Desislava Radeva
Triple: [Rumen Radev, spouse, Desislava Radeva]
Generated description
Desislava Radeva is a Bulgarian public figure and former First Lady of Bulgaria, known for her social and charitable activities during the presidency of her husband, Rumen Radev.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Desislava Radeva
Target entity description: Desislava Radeva is a Bulgarian public figure and former First Lady of Bulgaria, known for her social and charitable activities during the presidency of her husband, Rumen Radev.
  • A. Korneliya Ninova
    Korneliya Ninova is a Bulgarian politician and lawyer who has led the Bulgarian Socialist Party and served as a prominent figure in the country’s left-wing politics.
  • B. Ludmila Stoyanova
    Ludmila Stoyanova is known primarily as the spouse of Bulgarian communist leader Georgi Dimitrov.
  • C. Georgieva
    Georgieva is the surname of Kristalina Georgieva, a Bulgarian economist and the managing director of the International Monetary Fund.
  • D. Rumen Radev
    Rumen Radev is a Bulgarian politician and former Air Force commander who has served as the country's president since 2017.
  • E. Iordana Borilă
    Iordana Borilă is a Romanian woman best known as the wife of Valentin Ceaușescu, the son of former Romanian communist leader Nicolae Ceaușescu.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541d6e508190a4992f328e077467 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bbba5fc819082a4171a5a77183a completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64d15a97c81909046190f0d0fd986 completed May 2, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f64e6d311c8190b851b89e394165d0 completed May 2, 2026, 7:20 p.m.
Created at: April 8, 2026, 9:57 p.m.