Triple

T7106067
Position Surface form Disambiguated ID Type / Status
Subject Navalny E165585 entity
Predicate featuresPerson P2308 FINISHED
Object Christo Grozev
Christo Grozev is a Bulgarian investigative journalist and lead Russia investigator for Bellingcat, known for uncovering high-profile Russian intelligence operations and political poisonings.
E642011 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: Christo Grozev | Statement: [Navalny, featuresPerson, Christo Grozev]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Christo Grozev
Context triple: [Navalny, featuresPerson, Christo Grozev]
  • A. Vladimir Tenev
    Vladimir Tenev is a Bulgarian-American entrepreneur best known as the co-founder and CEO of the commission-free trading platform Robinhood Markets.
  • B. Jacob Ovcharov
    Jacob Ovcharov, better known as Jack Delano, was a prominent American photographer, composer, and filmmaker noted for his influential work documenting rural life for the Farm Security Administration during the Great Depression.
  • C. Georgi Todorov
    Georgi Todorov was a Bulgarian general who played a prominent command role in the Balkan Wars and World War I.
  • 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: Christo Grozev
Triple: [Navalny, featuresPerson, Christo Grozev]
Generated description
Christo Grozev is a Bulgarian investigative journalist and lead Russia investigator for Bellingcat, known for uncovering high-profile Russian intelligence operations and political poisonings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Christo Grozev
Target entity description: Christo Grozev is a Bulgarian investigative journalist and lead Russia investigator for Bellingcat, known for uncovering high-profile Russian intelligence operations and political poisonings.
  • A. Vladimir Tenev
    Vladimir Tenev is a Bulgarian-American entrepreneur best known as the co-founder and CEO of the commission-free trading platform Robinhood Markets.
  • B. Jacob Ovcharov
    Jacob Ovcharov, better known as Jack Delano, was a prominent American photographer, composer, and filmmaker noted for his influential work documenting rural life for the Farm Security Administration during the Great Depression.
  • C. Georgi Todorov
    Georgi Todorov was a Bulgarian general who played a prominent command role in the Balkan Wars and World War I.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5b892008190827fa1e5eab2e558 completed March 27, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cb0ee3481908f2f7efb5e9d1714 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d3feacc819097887064a7439340 completed March 28, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69c79df3f5648190981176b6c9791181 completed March 28, 2026, 9:23 a.m.
Created at: March 27, 2026, 2:42 p.m.