Triple

T17884285
Position Surface form Disambiguated ID Type / Status
Subject Brian Azzarello E447162 entity
Predicate notableWork P4 FINISHED
Object Batman: Broken City
Batman: Broken City is a dark, noir-influenced Batman comic storyline written by Brian Azzarello that explores Gotham’s criminal underbelly and Batman’s psychological turmoil.
E1293803 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: Broken City | Statement: [Brian Azzarello, notableWork, Batman: Broken City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Batman: Broken City
Context triple: [Brian Azzarello, notableWork, Batman: Broken City]
  • A. 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.
  • B. 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.
  • 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: 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.
  • E. Batman: Prodigal
    Batman: Prodigal is a mid-1990s Batman comic storyline in which Dick Grayson temporarily assumes the mantle of Batman following Bruce Wayne’s return from his crippling injuries.
  • 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: Broken City
Triple: [Brian Azzarello, notableWork, Batman: Broken City]
Generated description
Batman: Broken City is a dark, noir-influenced Batman comic storyline written by Brian Azzarello that explores Gotham’s criminal underbelly and Batman’s psychological turmoil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Batman: Broken City
Target entity description: Batman: Broken City is a dark, noir-influenced Batman comic storyline written by Brian Azzarello that explores Gotham’s criminal underbelly and Batman’s psychological turmoil.
  • A. 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.
  • B. 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.
  • 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: 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.
  • E. Batman: Prodigal
    Batman: Prodigal is a mid-1990s Batman comic storyline in which Dick Grayson temporarily assumes the mantle of Batman following Bruce Wayne’s return from his crippling injuries.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c11530881908ad98fbd0a52b1c3 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313d7ca4881908ce9c8e9a8d44e11 completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a0315959c3c819096a93724638a970b completed May 12, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_6a03165da2a081909ad7089d5135d23c completed May 12, 2026, noon
Created at: April 10, 2026, 10:18 a.m.