Triple

T1818154
Position Surface form Disambiguated ID Type / Status
Subject Pebble in the Sky E40481 entity
Predicate mainCharacter P1183 FINISHED
Object Joseph Schwartz
Joseph Schwartz is the time-displaced protagonist of Isaac Asimov's science fiction novel "Pebble in the Sky," an ordinary 20th-century man thrust into a distant future where Earth is a radioactive backwater in a vast Galactic Empire.
E204933 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: Joseph Schwartz | Statement: [Pebble in the Sky, mainCharacter, Joseph Schwartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Schwartz
Context triple: [Pebble in the Sky, mainCharacter, Joseph Schwartz]
  • A. Lowell Bergman
    Lowell Bergman is an American investigative journalist and producer best known for his work on CBS's "60 Minutes" and for exposing major corporate and political scandals.
  • B. Larry Lieber
    Larry Lieber is an American comic book artist and writer best known for co-creating several major Marvel Comics characters, including Iron Man, Thor’s supporting cast, and Ant-Man.
  • C. Robert Kurtzman
    Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
  • D. Jack Shulman
    Jack Shulman is the son of American actress Anne Hathaway and her husband, actor and businessman Adam Shulman.
  • E. Mort Goldman
    Mort Goldman is a neurotic, bespectacled Jewish pharmacist and recurring comic relief character on the animated television series Family Guy.
  • 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: Joseph Schwartz
Triple: [Pebble in the Sky, mainCharacter, Joseph Schwartz]
Generated description
Joseph Schwartz is the time-displaced protagonist of Isaac Asimov's science fiction novel "Pebble in the Sky," an ordinary 20th-century man thrust into a distant future where Earth is a radioactive backwater in a vast Galactic Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Schwartz
Target entity description: Joseph Schwartz is the time-displaced protagonist of Isaac Asimov's science fiction novel "Pebble in the Sky," an ordinary 20th-century man thrust into a distant future where Earth is a radioactive backwater in a vast Galactic Empire.
  • A. Lowell Bergman
    Lowell Bergman is an American investigative journalist and producer best known for his work on CBS's "60 Minutes" and for exposing major corporate and political scandals.
  • B. Larry Lieber
    Larry Lieber is an American comic book artist and writer best known for co-creating several major Marvel Comics characters, including Iron Man, Thor’s supporting cast, and Ant-Man.
  • C. Robert Kurtzman
    Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
  • D. Jack Shulman
    Jack Shulman is the son of American actress Anne Hathaway and her husband, actor and businessman Adam Shulman.
  • E. Mort Goldman
    Mort Goldman is a neurotic, bespectacled Jewish pharmacist and recurring comic relief character on the animated television series Family Guy.
  • 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_69a8864526c081908a3a4d74f689e2c5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65f8c4e48190925aec9916dd6c30 completed March 6, 2026, 5:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf6019bc81909266b7f03b282f34 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc3557d988190ae04df41e81bc842 completed March 8, 2026, 6:43 p.m.
NED2 Entity disambiguation (via description) batch_69adc3fadd08819090f9eedb4688cd4a completed March 8, 2026, 6:46 p.m.
Created at: March 4, 2026, 7:32 p.m.