Triple

T18333902
Position Surface form Disambiguated ID Type / Status
Subject Jeph Loeb E439217 entity
Predicate notableWork P4 FINISHED
Object Batman: Dark Victory
Batman: Dark Victory is a critically acclaimed Batman comic book limited series, written by Jeph Loeb with art by Tim Sale, that serves as a noir-style sequel to The Long Halloween and explores the early days of Robin and Gotham’s crime families.
E1319755 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: Batman: Dark Victory | Statement: [Jeph Loeb, notableWork, Batman: Dark Victory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Batman: Dark Victory
Context triple: [Jeph Loeb, notableWork, Batman: Dark Victory]
  • A. Batman: Blind Justice
    Batman: Blind Justice is a Batman comic book storyline, written by screenwriter Sam Hamm, that explores Bruce Wayne’s past and tests his identity and moral limits.
  • B. Batman: War on Crime
    Batman: War on Crime is a critically acclaimed graphic novel that pairs Alex Ross’s realistic painted art with a grounded, introspective story exploring Batman’s crusade against crime and its impact on Gotham City.
  • C. Batman: Bad Blood
    Batman: Bad Blood is a 2016 animated superhero film set in the DC Universe that follows the Bat-family as they confront new threats in Gotham after Batman’s mysterious disappearance.
  • D. Batman: Birth of the Demon
    Batman: Birth of the Demon is a graphic novel that explores the origin and history of Ra's al Ghul, one of Batman's most formidable and enduring adversaries.
  • E. Batman: Death and the Maidens
    Batman: Death and the Maidens is a 2003–2004 DC Comics limited series written by Greg Rucka that explores Batman’s alliance with Ra’s al Ghul’s daughter Nyssa and delves into the complex legacy of Ra’s al Ghul and the Lazarus Pits.
  • 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: Batman: Dark Victory
Triple: [Jeph Loeb, notableWork, Batman: Dark Victory]
Generated description
Batman: Dark Victory is a critically acclaimed Batman comic book limited series, written by Jeph Loeb with art by Tim Sale, that serves as a noir-style sequel to The Long Halloween and explores the early days of Robin and Gotham’s crime families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Batman: Dark Victory
Target entity description: Batman: Dark Victory is a critically acclaimed Batman comic book limited series, written by Jeph Loeb with art by Tim Sale, that serves as a noir-style sequel to The Long Halloween and explores the early days of Robin and Gotham’s crime families.
  • A. Batman: Blind Justice
    Batman: Blind Justice is a Batman comic book storyline, written by screenwriter Sam Hamm, that explores Bruce Wayne’s past and tests his identity and moral limits.
  • B. Batman: War on Crime
    Batman: War on Crime is a critically acclaimed graphic novel that pairs Alex Ross’s realistic painted art with a grounded, introspective story exploring Batman’s crusade against crime and its impact on Gotham City.
  • C. Batman: Bad Blood
    Batman: Bad Blood is a 2016 animated superhero film set in the DC Universe that follows the Bat-family as they confront new threats in Gotham after Batman’s mysterious disappearance.
  • D. Batman: Birth of the Demon
    Batman: Birth of the Demon is a graphic novel that explores the origin and history of Ra's al Ghul, one of Batman's most formidable and enduring adversaries.
  • E. Batman: Death and the Maidens
    Batman: Death and the Maidens is a 2003–2004 DC Comics limited series written by Greg Rucka that explores Batman’s alliance with Ra’s al Ghul’s daughter Nyssa and delves into the complex legacy of Ra’s al Ghul and the Lazarus Pits.
  • 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_69d8b9175fec8190af865699b4e64d8c completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50ecbc76c8190a80c0c8c8bce1cbd completed April 19, 2026, 5:20 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc1db9e88190915f71afca4ae3e7 completed May 13, 2026, 12:55 a.m.
NEDg Description generation batch_6a03cd7d38708190b91e419f15704a20 completed May 13, 2026, 1:01 a.m.
NED2 Entity disambiguation (via description) batch_6a03cf14b0c081908234c628ecd3aa59 completed May 13, 2026, 1:08 a.m.
Created at: April 10, 2026, 10:36 a.m.