Triple

T12561526
Position Surface form Disambiguated ID Type / Status
Subject Zhelyu Zhelev E295361 entity
Predicate spouse P13 FINISHED
Object 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.
 E992272 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: Maria Zheleva | Statement: [Zhelyu Zhelev, spouse, Maria Zheleva]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maria Zheleva
Context triple: [Zhelyu Zhelev, spouse, Maria Zheleva]
  • A. Ludmila Stoyanova
    Ludmila Stoyanova is known primarily as the spouse of Bulgarian communist leader Georgi Dimitrov.
  • B. Elena Dimitrova
    Elena Dimitrova was the wife of Bulgarian communist leader and former Prime Minister Vulko Chervenkov.
  • C. 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.
  • D. Ekaterina Gradova
    Ekaterina Gradova was a Soviet and Russian actress best known for her roles in popular 1970s film and television productions.
  • E. 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.
  • 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: Maria Zheleva
Triple: [Zhelyu Zhelev, spouse, Maria Zheleva]
Generated description
Maria Zheleva was a Bulgarian intellectual and public figure best known as the wife of Bulgaria’s first democratically elected president, Zhelyu Zhelev.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maria Zheleva
Target entity description: Maria Zheleva was a Bulgarian intellectual and public figure best known as the wife of Bulgaria’s first democratically elected president, Zhelyu Zhelev.
  • A. Ludmila Stoyanova
    Ludmila Stoyanova is known primarily as the spouse of Bulgarian communist leader Georgi Dimitrov.
  • B. Elena Dimitrova
    Elena Dimitrova was the wife of Bulgarian communist leader and former Prime Minister Vulko Chervenkov.
  • C. 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.
  • D. Ekaterina Gradova
    Ekaterina Gradova was a Soviet and Russian actress best known for her roles in popular 1970s film and television productions.
  • E. 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.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954933e7c819083471c627ce55ff1 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65eb71c548190826d243a354bd01c completed May 2, 2026, 8:29 p.m.
NEDg Description generation batch_69f6605bca10819086966e1574c31318 completed May 2, 2026, 8:36 p.m.
NED2 Entity disambiguation (via description) batch_69f6617997188190bfce14c54619af7f completed May 2, 2026, 8:41 p.m.
Created at: April 8, 2026, 11:48 p.m.