Triple

T7146105
Position Surface form Disambiguated ID Type / Status
Subject Stalin family E166572 entity
Predicate notableMember P10 FINISHED
Object Sergo Beria
Sergo Beria was the son of Soviet secret police chief Lavrentiy Beria, known for his work as a Soviet military engineer and for later publishing memoirs about his father and the Stalin era.
E645968 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: Sergo Beria | Statement: [Stalin family, notableMember, Sergo Beria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sergo Beria
Context triple: [Stalin family, notableMember, Sergo Beria]
  • A. Lavrentiy Beria
    Lavrentiy Beria was a powerful Soviet politician and secret police chief under Joseph Stalin, notorious for his role in political repression, mass terror, and overseeing the Gulag system.
  • B. Nikolai Yezhov
    Nikolai Yezhov was a high-ranking Soviet secret police chief who oversaw the most brutal phase of Stalin’s Great Purge before himself falling victim to the terror.
  • C. Felix Dzerzhinsky
    Felix Dzerzhinsky was a Polish-born Bolshevik revolutionary best known as the founder and first head of the Soviet secret police, the Cheka, which evolved into the KGB.
  • D. Lavrentiy
    Lavrentiy was a Soviet politician and chief of Stalin’s secret police, notorious for his role in political repression and state security operations in the USSR.
  • E. Sergei Kirov
    Sergei Kirov was a prominent early Bolshevik leader and close ally of Joseph Stalin, whose 1934 assassination in Leningrad became a key pretext for the Great Purge in the Soviet Union.
  • 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: Sergo Beria
Triple: [Stalin family, notableMember, Sergo Beria]
Generated description
Sergo Beria was the son of Soviet secret police chief Lavrentiy Beria, known for his work as a Soviet military engineer and for later publishing memoirs about his father and the Stalin era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sergo Beria
Target entity description: Sergo Beria was the son of Soviet secret police chief Lavrentiy Beria, known for his work as a Soviet military engineer and for later publishing memoirs about his father and the Stalin era.
  • A. Lavrentiy Beria
    Lavrentiy Beria was a powerful Soviet politician and secret police chief under Joseph Stalin, notorious for his role in political repression, mass terror, and overseeing the Gulag system.
  • B. Nikolai Yezhov
    Nikolai Yezhov was a high-ranking Soviet secret police chief who oversaw the most brutal phase of Stalin’s Great Purge before himself falling victim to the terror.
  • C. Felix Dzerzhinsky
    Felix Dzerzhinsky was a Polish-born Bolshevik revolutionary best known as the founder and first head of the Soviet secret police, the Cheka, which evolved into the KGB.
  • D. Lavrentiy
    Lavrentiy was a Soviet politician and chief of Stalin’s secret police, notorious for his role in political repression and state security operations in the USSR.
  • E. Sergei Kirov
    Sergei Kirov was a prominent early Bolshevik leader and close ally of Joseph Stalin, whose 1934 assassination in Leningrad became a key pretext for the Great Purge in the Soviet Union.
  • 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_69c6888579d481909e05a8d6b81bf733 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7d3c48c8190a71a61a1d50cd7da completed March 27, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ada12a848190b6e98e0b1a258c17 completed March 28, 2026, 10:29 a.m.
NEDg Description generation batch_69c7aeb1c59c8190b02fcb731003ad31 completed March 28, 2026, 10:34 a.m.
NED2 Entity disambiguation (via description) batch_69c7af2ad8a081909185cfd3a3d4e4d0 completed March 28, 2026, 10:36 a.m.
Created at: March 27, 2026, 2:46 p.m.