Triple

T7767206
Position Surface form Disambiguated ID Type / Status
Subject Christian Rakovsky E178979 entity
Predicate birthName P65 FINISHED
Object Krastyo Georgiev Stanchev
Krastyo Georgiev Stanchev, better known as Christian Rakovsky, was a prominent Bulgarian-Romanian socialist revolutionary, diplomat, and Soviet political figure active in the early 20th century.
 E687221 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: Krastyo Georgiev Stanchev | Statement: [Christian Rakovsky, birthName, Krastyo Georgiev Stanchev]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Krastyo Georgiev Stanchev
Context triple: [Christian Rakovsky, birthName, Krastyo Georgiev Stanchev]
  • A. Vasil Terziev
    Vasil Terziev is a Bulgarian entrepreneur and politician who serves as the mayor of Sofia.
  • B. Gjorge Ivanov
    Gjorge Ivanov is a Macedonian politician and academic who served as President of North Macedonia from 2009 to 2019.
  • C. Petko Slaveykov
    Petko Slaveykov was a prominent 19th-century Bulgarian poet, publicist, and political figure who played a major role in the cultural and national awakening of Bulgaria.
  • D. Vulko Chervenkov
    Vulko Chervenkov was a Bulgarian communist politician who served as the country’s de facto leader in the early 1950s, overseeing a period of strict Stalinist rule and rapid industrialization.
  • E. Alexander Toshev
    Alexander Toshev is a computer scientist known for his contributions to computer vision and deep learning, including influential work on object detection.
  • 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: Krastyo Georgiev Stanchev
Triple: [Christian Rakovsky, birthName, Krastyo Georgiev Stanchev]
Generated description
Krastyo Georgiev Stanchev, better known as Christian Rakovsky, was a prominent Bulgarian-Romanian socialist revolutionary, diplomat, and Soviet political figure active in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Krastyo Georgiev Stanchev
Target entity description: Krastyo Georgiev Stanchev, better known as Christian Rakovsky, was a prominent Bulgarian-Romanian socialist revolutionary, diplomat, and Soviet political figure active in the early 20th century.
  • A. Vasil Terziev
    Vasil Terziev is a Bulgarian entrepreneur and politician who serves as the mayor of Sofia.
  • B. Gjorge Ivanov
    Gjorge Ivanov is a Macedonian politician and academic who served as President of North Macedonia from 2009 to 2019.
  • C. Petko Slaveykov
    Petko Slaveykov was a prominent 19th-century Bulgarian poet, publicist, and political figure who played a major role in the cultural and national awakening of Bulgaria.
  • D. Vulko Chervenkov
    Vulko Chervenkov was a Bulgarian communist politician who served as the country’s de facto leader in the early 1950s, overseeing a period of strict Stalinist rule and rapid industrialization.
  • E. Alexander Toshev
    Alexander Toshev is a computer scientist known for his contributions to computer vision and deep learning, including influential work on object detection.
  • 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_69c69f30602c819082ab52cd4af5c592 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c7043451bc8190a76ee066b779b7d7 completed March 27, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8c7e4976c81909ff34dcdcae96999 completed March 29, 2026, 6:34 a.m.
NEDg Description generation batch_69c8c8b75b848190a67de2040d563f86 completed March 29, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69c8c941814081909d299df5cd714c71 completed March 29, 2026, 6:40 a.m.
Created at: March 27, 2026, 4:11 p.m.