Triple

T4901515
Position Surface form Disambiguated ID Type / Status
Subject Neal Adams E109807 entity
Predicate collaboratedWith P435 FINISHED
Object Julius Schwartz
Julius Schwartz was a pioneering American comic book editor at DC Comics, best known for revitalizing superheroes during the Silver Age of Comics and shaping iconic characters like the Flash and Green Lantern.
E480464 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: Julius Schwartz | Statement: [Neal Adams, collaboratedWith, Julius Schwartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julius Schwartz
Context triple: [Neal Adams, collaboratedWith, Julius Schwartz]
  • A. Gardner Fox
    Gardner Fox was a prolific American comic book writer best known for co-creating numerous DC Comics superheroes, including the Flash, Hawkman, and the Justice Society of America.
  • B. 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.
  • C. Denny O'Neil
    Denny O'Neil was an influential American comic book writer and editor best known for revitalizing Batman and pioneering socially conscious storytelling at DC and Marvel Comics.
  • D. Jerry Siegel
    Jerry Siegel was an American comic book writer best known as the co-creator of Superman, one of the most iconic superheroes in popular culture.
  • E. 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."
  • 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: Julius Schwartz
Triple: [Neal Adams, collaboratedWith, Julius Schwartz]
Generated description
Julius Schwartz was a pioneering American comic book editor at DC Comics, best known for revitalizing superheroes during the Silver Age of Comics and shaping iconic characters like the Flash and Green Lantern.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julius Schwartz
Target entity description: Julius Schwartz was a pioneering American comic book editor at DC Comics, best known for revitalizing superheroes during the Silver Age of Comics and shaping iconic characters like the Flash and Green Lantern.
  • A. Gardner Fox
    Gardner Fox was a prolific American comic book writer best known for co-creating numerous DC Comics superheroes, including the Flash, Hawkman, and the Justice Society of America.
  • B. 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.
  • C. Denny O'Neil
    Denny O'Neil was an influential American comic book writer and editor best known for revitalizing Batman and pioneering socially conscious storytelling at DC and Marvel Comics.
  • D. Jerry Siegel
    Jerry Siegel was an American comic book writer best known as the co-creator of Superman, one of the most iconic superheroes in popular culture.
  • E. 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."
  • 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_69bd441180708190ba42ffb44fea533a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e4dd6bc819094b1cbf533510995 completed March 20, 2026, 3:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69be779c47348190bd8e19f87c2aa4c2 completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be7885bf60819083f6546234c1c40c completed March 21, 2026, 10:52 a.m.
NED2 Entity disambiguation (via description) batch_69be78f8baf4819097393d670d217b63 completed March 21, 2026, 10:54 a.m.
Created at: March 20, 2026, 1:28 p.m.