Triple

T19582939
Position Surface form Disambiguated ID Type / Status
Subject Time Enough for Love E490040 entity
Predicate mainCharacter P1183 FINISHED
Object Lazarus Long
Lazarus Long is a recurring, centuries-old protagonist in Robert A. Heinlein’s science fiction works, known for his longevity, libertarian philosophy, and adventurous life spanning multiple eras and planets.
E1385723 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: Lazarus Long | Statement: [Time Enough for Love, mainCharacter, Lazarus Long]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lazarus Long
Context triple: [Time Enough for Love, mainCharacter, Lazarus Long]
  • A. Raych Seldon
    Raych Seldon is the adopted son and loyal aide of mathematician Hari Seldon in Isaac Asimov’s Foundation series, often serving as his protector and operative in political and covert affairs.
  • B. Dr. Han Fastolfe
    Dr. Han Fastolfe is a prominent roboticist and politician in Isaac Asimov's Robot series, renowned as a leading Spacer scientist and key architect of advanced humanoid robots.
  • C. Golan Trevize
    Golan Trevize is a starship pilot and councilman from Isaac Asimov’s Foundation series, known for his intuitive decision-making that shapes the future course of the galaxy.
  • D. Karellen
    Karellen is the enigmatic alien Supervisor of Earth in Arthur C. Clarke's science fiction novel "Childhood's End," who oversees humanity's peaceful transformation under the Overlords' guidance.
  • E. Daniel Quasar
    Daniel Quasar is a graphic designer best known for creating the Progress Pride Flag, an updated version of the rainbow flag that emphasizes inclusion and intersectionality within the LGBTQ+ community.
  • 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: Lazarus Long
Triple: [Time Enough for Love, mainCharacter, Lazarus Long]
Generated description
Lazarus Long is a recurring, centuries-old protagonist in Robert A. Heinlein’s science fiction works, known for his longevity, libertarian philosophy, and adventurous life spanning multiple eras and planets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lazarus Long
Target entity description: Lazarus Long is a recurring, centuries-old protagonist in Robert A. Heinlein’s science fiction works, known for his longevity, libertarian philosophy, and adventurous life spanning multiple eras and planets.
  • A. Raych Seldon
    Raych Seldon is the adopted son and loyal aide of mathematician Hari Seldon in Isaac Asimov’s Foundation series, often serving as his protector and operative in political and covert affairs.
  • B. Dr. Han Fastolfe
    Dr. Han Fastolfe is a prominent roboticist and politician in Isaac Asimov's Robot series, renowned as a leading Spacer scientist and key architect of advanced humanoid robots.
  • C. Golan Trevize
    Golan Trevize is a starship pilot and councilman from Isaac Asimov’s Foundation series, known for his intuitive decision-making that shapes the future course of the galaxy.
  • D. Karellen
    Karellen is the enigmatic alien Supervisor of Earth in Arthur C. Clarke's science fiction novel "Childhood's End," who oversees humanity's peaceful transformation under the Overlords' guidance.
  • E. Daniel Quasar
    Daniel Quasar is a graphic designer best known for creating the Progress Pride Flag, an updated version of the rainbow flag that emphasizes inclusion and intersectionality within the LGBTQ+ community.
  • 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_69d8e8dd9374819098e36349b3211663 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6404f34b081908aeb9cc9a5ddf539 completed April 20, 2026, 3:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075f0f48b88190874f8cada3ed053d completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a07601bb12c81909faab959182b1863 completed May 15, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_6a07613541688190821fd97e069691a5 completed May 15, 2026, 6:08 p.m.
Created at: April 10, 2026, 1:42 p.m.