Triple

T10558043
Position Surface form Disambiguated ID Type / Status
Subject Batman: Arkham Knight E249138 entity
Predicate DLC P39175 FINISHED
Object Batgirl: A Matter of Family
Batgirl: A Matter of Family is a story-driven downloadable content expansion for the action-adventure game Batman: Arkham Knight that lets players control Batgirl in a prequel mission to rescue Commissioner Gordon from the Joker.
E870527 NE FINISHED

How this triple was built (5 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: Batgirl: A Matter of Family | Statement: [Batman: Arkham Knight, DLC, Batgirl: A Matter of Family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Batgirl: A Matter of Family
Context triple: [Batman: Arkham Knight, DLC, Batgirl: A Matter of Family]
  • A. Batgirl
    Batgirl is a costumed DC Comics superheroine, most commonly portrayed as Barbara Gordon, who fights crime in Gotham City alongside Batman and the Bat-Family.
  • B. 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.
  • 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: 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.
  • E. Batman: Gotham by Gaslight
    Batman: Gotham by Gaslight is an animated DC Elseworlds film that reimagines Batman in a Victorian-era Gotham hunting a Jack the Ripper–style killer.
  • 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: Batgirl: A Matter of Family
Triple: [Batman: Arkham Knight, DLC, Batgirl: A Matter of Family]
Generated description
Batgirl: A Matter of Family is a story-driven downloadable content expansion for the action-adventure game Batman: Arkham Knight that lets players control Batgirl in a prequel mission to rescue Commissioner Gordon from the Joker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Batgirl: A Matter of Family
Target entity description: Batgirl: A Matter of Family is a story-driven downloadable content expansion for the action-adventure game Batman: Arkham Knight that lets players control Batgirl in a prequel mission to rescue Commissioner Gordon from the Joker.
  • A. Batgirl
    Batgirl is a costumed DC Comics superheroine, most commonly portrayed as Barbara Gordon, who fights crime in Gotham City alongside Batman and the Bat-Family.
  • B. 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.
  • 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: 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.
  • E. Batman: Gotham by Gaslight
    Batman: Gotham by Gaslight is an animated DC Elseworlds film that reimagines Batman in a Victorian-era Gotham hunting a Jack the Ripper–style killer.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: DLC
Context triple: [Batman: Arkham Knight, DLC, Batgirl: A Matter of Family]
  • A. hasDLC chosen
    Indicates that one entity includes, is associated with, or is supplemented by another entity as downloadable content.
  • B. containsAdditionalTracksBeyond
    Indicates that one entity includes more tracks or items than are present in another referenced set or version.
  • C. التأثير
    Indicates a relationship where one entity produces a change or has an influence on another entity or its state.
  • D. isDubVersionOf
    Indicates that one audiovisual work is a dubbed version of another, with its original audio replaced by a different language track while preserving the original content.
  • E. missionExtension
    Indicates that an existing mission is being prolonged beyond its originally planned duration or scope.
  • F. None of above.

Provenance (6 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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5271521a4819086d96e1f183ab07a completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d93486c7288190a2ccb822fc968919 completed April 10, 2026, 5:33 p.m.
NEDg Description generation batch_69d938c979788190b11b02748ed44153 completed April 10, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69d9398b63f08190910dd838ad11de6e completed April 10, 2026, 5:55 p.m.
PD Predicate disambiguation batch_69d518fa0b4081909bffc936d78bd77b completed April 7, 2026, 2:47 p.m.
Created at: April 6, 2026, 12:35 p.m.