Triple

T11261092
Position Surface form Disambiguated ID Type / Status
Subject Devin Grayson E266560 entity
Predicate notableWork P4 FINISHED
Object Batman: Orphans
Batman: Orphans is a DC Comics miniseries that follows Batman and Robin as they investigate a series of child disappearances in Gotham City, blending street-level crime drama with themes of vulnerability and exploitation.
E916042 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: Orphans | Statement: [Devin Grayson, notableWork, Batman: Orphans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Batman: Orphans
Context triple: [Devin Grayson, notableWork, Batman: Orphans]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Batman: Hush
    Batman: Hush is a popular Batman comic book storyline that follows the Dark Knight as he confronts a mysterious new villain orchestrating attacks by many of his greatest enemies.
  • E. Son of Batman
    Son of Batman is a 2014 animated superhero film that follows Damian Wayne, the secret son of Bruce Wayne and Talia al Ghul, as he becomes the new Robin in the DC Universe.
  • 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: Orphans
Triple: [Devin Grayson, notableWork, Batman: Orphans]
Generated description
Batman: Orphans is a DC Comics miniseries that follows Batman and Robin as they investigate a series of child disappearances in Gotham City, blending street-level crime drama with themes of vulnerability and exploitation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Batman: Orphans
Target entity description: Batman: Orphans is a DC Comics miniseries that follows Batman and Robin as they investigate a series of child disappearances in Gotham City, blending street-level crime drama with themes of vulnerability and exploitation.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Batman: Hush
    Batman: Hush is a popular Batman comic book storyline that follows the Dark Knight as he confronts a mysterious new villain orchestrating attacks by many of his greatest enemies.
  • E. Son of Batman
    Son of Batman is a 2014 animated superhero film that follows Damian Wayne, the secret son of Bruce Wayne and Talia al Ghul, as he becomes the new Robin in the DC Universe.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e94c066c8190be1e032eb328e5fe completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f410cb508190bb0ceab51075eec5 completed April 19, 2026, 3:26 p.m.
NEDg Description generation batch_69e4f7dbfafc8190afa1e9fe67f1296e completed April 19, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff4645948190a2bfcc3a4efd8e2a completed April 19, 2026, 4:13 p.m.
Created at: April 8, 2026, 9:31 p.m.