Triple

T1178707
Position Surface form Disambiguated ID Type / Status
Subject Norman Spinrad E25086 entity
Predicate notableWork P4 FINISHED
Object Little Heroes
Little Heroes is a cyberpunk science fiction novel by Norman Spinrad that explores the commercialization of music and culture in a near-future, media-saturated society.
E134492 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: Little Heroes | Statement: [Norman Spinrad, notableWork, Little Heroes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Little Heroes
Context triple: [Norman Spinrad, notableWork, Little Heroes]
  • A. Little Master
    Little Master is the famous nickname of Indian cricket legend Sachin Tendulkar, celebrated as one of the greatest batsmen in the history of the sport.
  • B. Small Fry
    Small Fry is a memoir by Lisa Brennan-Jobs recounting her childhood and complicated relationship with her father, Apple co-founder Steve Jobs.
  • C. Whiz Kids
    The Whiz Kids were the young, upstart Philadelphia Phillies team that captured the National League pennant and reached the 1950 World Series.
  • D. Little Napoleon
    Little Napoleon was the fiery, authoritarian Hall of Fame manager John McGraw, famed for leading the New York Giants to multiple early 20th-century championships.
  • E. After-School All-Stars
    After-School All-Stars is a nonprofit organization that provides free, comprehensive after-school programs to low-income youth across the United States, focusing on academic support, enrichment, and health and fitness.
  • 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: Little Heroes
Triple: [Norman Spinrad, notableWork, Little Heroes]
Generated description
Little Heroes is a cyberpunk science fiction novel by Norman Spinrad that explores the commercialization of music and culture in a near-future, media-saturated society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Little Heroes
Target entity description: Little Heroes is a cyberpunk science fiction novel by Norman Spinrad that explores the commercialization of music and culture in a near-future, media-saturated society.
  • A. Little Master
    Little Master is the famous nickname of Indian cricket legend Sachin Tendulkar, celebrated as one of the greatest batsmen in the history of the sport.
  • B. Small Fry
    Small Fry is a memoir by Lisa Brennan-Jobs recounting her childhood and complicated relationship with her father, Apple co-founder Steve Jobs.
  • C. Whiz Kids
    The Whiz Kids were the young, upstart Philadelphia Phillies team that captured the National League pennant and reached the 1950 World Series.
  • D. Little Napoleon
    Little Napoleon was the fiery, authoritarian Hall of Fame manager John McGraw, famed for leading the New York Giants to multiple early 20th-century championships.
  • E. After-School All-Stars
    After-School All-Stars is a nonprofit organization that provides free, comprehensive after-school programs to low-income youth across the United States, focusing on academic support, enrichment, and health and fitness.
  • 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_69a494267b4c819088c97a59182bf56a completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd10ccc481908d5bcef648aab3c1 completed March 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6f1f1c188190a96f5718c4e7d59d completed March 7, 2026, 6:31 p.m.
NEDg Description generation batch_69ac6f9c0da48190b8d5615ba582366c completed March 7, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69ac7009b52c8190a6f6962cf60de92d completed March 7, 2026, 6:35 p.m.
Created at: March 1, 2026, 7:45 p.m.