Triple

T1799427
Position Surface form Disambiguated ID Type / Status
Subject Second Foundation E39680 entity
Predicate majorCharacter P12208 FINISHED
Object Arkady Darell
Arkady Darell is a central character in Isaac Asimov’s Foundation series, known as a precocious and resourceful young woman whose actions significantly influence the fate of the Second Foundation.
E386704 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: Arkady Darell | Statement: [Second Foundation, majorCharacter, Arkady Darell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arkady Darell
Context triple: [Second Foundation, majorCharacter, Arkady Darell]
  • A. Arkady Rosengolts
    Arkady Rosengolts was a Soviet Bolshevik revolutionary and high-ranking official who later became a victim of Stalin’s Great Purge, executed after being convicted in the 1938 Moscow show trial known as the Trial of the Twenty-One.
  • B. Rodion Malinovsky
    Rodion Malinovsky was a prominent Soviet military commander and Marshal of the Soviet Union who played a key role in major Eastern Front operations during World War II and later served as the USSR’s Minister of Defense.
  • C. Anatoly Lukyanov
    Anatoly Lukyanov was a Soviet politician and close ally of Mikhail Gorbachev who served as Chairman of the Supreme Soviet and later became known for his involvement in the failed August 1991 coup attempt.
  • D. Karl Davydov
    Karl Davydov was a renowned 19th-century Russian cellist and composer, often regarded as one of the greatest cellists of his time.
  • E. Boris Grebenshchikov
    Boris Grebenshchikov is a pioneering Russian rock musician, singer-songwriter, and leader of the influential band Aquarium, often regarded as a founding figure of Russian rock music.
  • 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: Arkady Darell
Triple: [Second Foundation, majorCharacter, Arkady Darell]
Generated description
Arkady Darell is a central character in Isaac Asimov’s Foundation series, known as a precocious and resourceful young woman whose actions significantly influence the fate of the Second Foundation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arkady Darell
Target entity description: Arkady Darell is a central character in Isaac Asimov’s Foundation series, known as a precocious and resourceful young woman whose actions significantly influence the fate of the Second Foundation.
  • A. Arkady Rosengolts
    Arkady Rosengolts was a Soviet Bolshevik revolutionary and high-ranking official who later became a victim of Stalin’s Great Purge, executed after being convicted in the 1938 Moscow show trial known as the Trial of the Twenty-One.
  • B. Rodion Malinovsky
    Rodion Malinovsky was a prominent Soviet military commander and Marshal of the Soviet Union who played a key role in major Eastern Front operations during World War II and later served as the USSR’s Minister of Defense.
  • C. Anatoly Lukyanov
    Anatoly Lukyanov was a Soviet politician and close ally of Mikhail Gorbachev who served as Chairman of the Supreme Soviet and later became known for his involvement in the failed August 1991 coup attempt.
  • D. Karl Davydov
    Karl Davydov was a renowned 19th-century Russian cellist and composer, often regarded as one of the greatest cellists of his time.
  • E. Boris Grebenshchikov
    Boris Grebenshchikov is a pioneering Russian rock musician, singer-songwriter, and leader of the influential band Aquarium, often regarded as a founding figure of Russian rock music.
  • 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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6569b2e48190a56cf48160796d2e completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69b4e4b980888190a7df10662789f61e completed March 14, 2026, 4:31 a.m.
NEDg Description generation batch_69b4e5f07c7081908e1aae715984aac4 completed March 14, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69b4e6531b48819083c0d14c2ca4f7c1 completed March 14, 2026, 4:38 a.m.
Created at: March 4, 2026, 7:32 p.m.