Triple

T4151665
Position Surface form Disambiguated ID Type / Status
Subject Bulgarian Socialist Party E89919 entity
Predicate hasChairperson P10 FINISHED
Object 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.
 E416916 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: Korneliya Ninova | Statement: [Bulgarian Socialist Party, hasChairperson, Korneliya Ninova]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Korneliya Ninova
Context triple: [Bulgarian Socialist Party, hasChairperson, Korneliya Ninova]
  • A. Ludmila Stoyanova
    Ludmila Stoyanova is known primarily as the spouse of Bulgarian communist leader Georgi Dimitrov.
  • B. 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.
  • C. Georgieva
    Georgieva is the surname of Kristalina Georgieva, a Bulgarian economist and the managing director of the International Monetary Fund.
  • D. Maria Kanova
    Maria Kanova was the wife of German novelist Heinrich Mann, associated with his later life and exile period.
  • E. Tamara Tchinarova
    Tamara Tchinarova was a Russian-born Australian ballerina and choreographer who became known both for her work with the Ballets Russes and for her later life in the Australian arts scene.
  • 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: Korneliya Ninova
Triple: [Bulgarian Socialist Party, hasChairperson, Korneliya Ninova]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Korneliya Ninova
Target entity description: 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.
  • A. Ludmila Stoyanova
    Ludmila Stoyanova is known primarily as the spouse of Bulgarian communist leader Georgi Dimitrov.
  • B. 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.
  • C. Georgieva
    Georgieva is the surname of Kristalina Georgieva, a Bulgarian economist and the managing director of the International Monetary Fund.
  • D. Maria Kanova
    Maria Kanova was the wife of German novelist Heinrich Mann, associated with his later life and exile period.
  • E. Tamara Tchinarova
    Tamara Tchinarova was a Russian-born Australian ballerina and choreographer who became known both for her work with the Ballets Russes and for her later life in the Australian arts scene.
  • 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_69aed95a59a881909b26e70b42c6811a completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0276363081908e4d17684291b547 completed March 9, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f3707a8819082bafd0d11b7359f completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b58059d9808190873c920886c31131 completed March 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69b580d448708190a722c25726a40562 completed March 14, 2026, 3:37 p.m.
Created at: March 9, 2026, 3:44 p.m.