Triple

T9184307
Position Surface form Disambiguated ID Type / Status
Subject Andrew Martin E220414 entity
Predicate coCreatedInNovelBy P40162 FINISHED
Object Isaac Asimov and Robert Silverberg
Isaac Asimov and Robert Silverberg were influential science fiction authors who collaborated on several works, blending Asimov’s visionary futurism with Silverberg’s literary sophistication.
E787339 NE FINISHED

How this triple was built (5 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: Isaac Asimov and Robert Silverberg | Statement: [Andrew Martin, coCreatedInNovelBy, Isaac Asimov and Robert Silverberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isaac Asimov and Robert Silverberg
Context triple: [Andrew Martin, coCreatedInNovelBy, Isaac Asimov and Robert Silverberg]
  • A. 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.
  • B. Frederik Pohl
    Frederik Pohl was an influential American science fiction writer, editor, and fan whose career spanned over seven decades and helped shape modern speculative fiction.
  • C. James Blish
    James Blish was an influential American science fiction author and critic, best known for his "Cities in Flight" series and for helping shape mid-20th-century science fiction through both his fiction and literary analysis.
  • D. 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.
  • E. Theodore Sturgeon
    Theodore Sturgeon was an influential American science fiction author renowned for his psychologically rich, character-driven stories and for formulating "Sturgeon's Law."
  • 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: Isaac Asimov and Robert Silverberg
Triple: [Andrew Martin, coCreatedInNovelBy, Isaac Asimov and Robert Silverberg]
Generated description
Isaac Asimov and Robert Silverberg were influential science fiction authors who collaborated on several works, blending Asimov’s visionary futurism with Silverberg’s literary sophistication.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isaac Asimov and Robert Silverberg
Target entity description: Isaac Asimov and Robert Silverberg were influential science fiction authors who collaborated on several works, blending Asimov’s visionary futurism with Silverberg’s literary sophistication.
  • A. 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.
  • B. Frederik Pohl
    Frederik Pohl was an influential American science fiction writer, editor, and fan whose career spanned over seven decades and helped shape modern speculative fiction.
  • C. James Blish
    James Blish was an influential American science fiction author and critic, best known for his "Cities in Flight" series and for helping shape mid-20th-century science fiction through both his fiction and literary analysis.
  • D. 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.
  • E. Theodore Sturgeon
    Theodore Sturgeon was an influential American science fiction author renowned for his psychologically rich, character-driven stories and for formulating "Sturgeon's Law."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: coCreatedInNovelBy
Context triple: [Andrew Martin, coCreatedInNovelBy, Isaac Asimov and Robert Silverberg]
  • A. novelAuthorOfAppearance
    Indicates that a person is the author of a novel in which a given character or entity appears.
  • B. creatorOfCharacter chosen
    Indicates that one entity is the originator or author who created or conceived the other entity as a character.
  • C. creatorOfAdaptationCharacterIn
    Indicates that a person is the creator of a character that appears in a particular adaptation of a work.
  • D. keyCreatorInFiction
    Indicates that an entity is the primary fictional creator or originator of another entity within a narrative or fictional universe.
  • E. notableCharacterCreated
    Indicates that one entity is a notable or significant character that was created by another entity.
  • F. None of above.

Provenance (6 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_69ca83e6d77c81909862b7afef56b1bf completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccc31734908190b8ebe3b57849ca5f completed April 1, 2026, 7:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d07771873c8190a9e2ebf2c83775be completed April 4, 2026, 2:29 a.m.
NEDg Description generation batch_69d07b661c6481908043d4ab1a0d63ce completed April 4, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69d07bf458208190b204ac5e86643034 completed April 4, 2026, 2:48 a.m.
PD Predicate disambiguation batch_69cc66090e5881908889dc1213815626 completed April 1, 2026, 12:25 a.m.
Created at: March 30, 2026, 7:24 p.m.