Triple

T308383
Position Surface form Disambiguated ID Type / Status
Subject Isaac Asimov E6350 entity
Predicate influenced P9 FINISHED
Object Robert Silverberg
Robert Silverberg is a prolific American science fiction author known for his imaginative world-building, psychological depth, and numerous award-winning novels and short stories.
 E40196 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: Robert Silverberg | Statement: [Isaac Asimov, influenced, Robert Silverberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Silverberg
Context triple: [Isaac Asimov, influenced, Robert Silverberg]
  • A. Isaac Asimov
    Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
  • B. Richard Matheson
    Richard Matheson was an American author and screenwriter renowned for his influential works of horror, science fiction, and fantasy, including the novel "I Am Legend" and numerous classic "The Twilight Zone" episodes.
  • C. Arthur C. Clarke
    Arthur C. Clarke was a British science fiction writer and futurist best known for works like "2001: A Space Odyssey" and for popularizing concepts such as geostationary communications satellites.
  • D. Janet Asimov
    Janet Asimov was an American psychiatrist, psychoanalyst, and science fiction writer who collaborated with and was married to author Isaac Asimov.
  • E. Philip Vian
    Philip Vian was a distinguished British Royal Navy admiral known for his aggressive leadership in destroyer actions and key naval engagements during the Second World War.
  • 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: Robert Silverberg
Triple: [Isaac Asimov, influenced, Robert Silverberg]
Generated description
Robert Silverberg is a prolific American science fiction author known for his imaginative world-building, psychological depth, and numerous award-winning novels and short stories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Silverberg
Target entity description: Robert Silverberg is a prolific American science fiction author known for his imaginative world-building, psychological depth, and numerous award-winning novels and short stories.
  • A. Isaac Asimov
    Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
  • B. Richard Matheson
    Richard Matheson was an American author and screenwriter renowned for his influential works of horror, science fiction, and fantasy, including the novel "I Am Legend" and numerous classic "The Twilight Zone" episodes.
  • C. Arthur C. Clarke
    Arthur C. Clarke was a British science fiction writer and futurist best known for works like "2001: A Space Odyssey" and for popularizing concepts such as geostationary communications satellites.
  • D. Janet Asimov
    Janet Asimov was an American psychiatrist, psychoanalyst, and science fiction writer who collaborated with and was married to author Isaac Asimov.
  • E. Philip Vian
    Philip Vian was a distinguished British Royal Navy admiral known for his aggressive leadership in destroyer actions and key naval engagements during the Second World War.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3bc255b308190b3f92e81801e65eb completed March 1, 2026, 4:10 a.m.
NEDg Description generation batch_69a3bcbe01108190b5552d6db99f481a completed March 1, 2026, 4:12 a.m.
NED2 Entity disambiguation (via description) batch_69a3bd195c5c8190b5580c21100215a7 completed March 1, 2026, 4:14 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.