Triple

T13125642
Position Surface form Disambiguated ID Type / Status
Subject Sal Maroni (The Dark Knight) E311836 entity
Predicate employs P7 FINISHED
Object Gambol
Gambol is a Gotham City mob boss in The Dark Knight who becomes one of the Joker’s early underworld adversaries.
E1022371 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: Gambol | Statement: [Sal Maroni (The Dark Knight), employs, Gambol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gambol
Context triple: [Sal Maroni (The Dark Knight), employs, Gambol]
  • A. Gambara
    Gambara is a philosophical short story by Honoré de Balzac that explores the fine line between genius and madness through the life of an obsessed composer.
  • B. Tettamanzi
    Tettamanzi is an Italian surname most notably associated with Cardinal Dionigi Tettamanzi, a prominent figure in the Roman Catholic Church.
  • C. Gol Gol
    Gol Gol is a small town in southwestern New South Wales, Australia, situated on the Murray River near Mildura in the Sunraysia agricultural region.
  • D. Giocangga
    Giocangga was a Jurchen chieftain of the Jianzhou clan and an important early ancestor of the Qing dynasty’s founding Aisin Gioro lineage.
  • E. Gub-Gub
    Gub-Gub is a fictional talking pig and one of Doctor Dolittle’s most loyal animal companions in Hugh Lofting’s children’s book series.
  • 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: Gambol
Triple: [Sal Maroni (The Dark Knight), employs, Gambol]
Generated description
Gambol is a Gotham City mob boss in The Dark Knight who becomes one of the Joker’s early underworld adversaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gambol
Target entity description: Gambol is a Gotham City mob boss in The Dark Knight who becomes one of the Joker’s early underworld adversaries.
  • A. Gambara
    Gambara is a philosophical short story by Honoré de Balzac that explores the fine line between genius and madness through the life of an obsessed composer.
  • B. Tettamanzi
    Tettamanzi is an Italian surname most notably associated with Cardinal Dionigi Tettamanzi, a prominent figure in the Roman Catholic Church.
  • C. Gol Gol
    Gol Gol is a small town in southwestern New South Wales, Australia, situated on the Murray River near Mildura in the Sunraysia agricultural region.
  • D. Giocangga
    Giocangga was a Jurchen chieftain of the Jianzhou clan and an important early ancestor of the Qing dynasty’s founding Aisin Gioro lineage.
  • E. Gub-Gub
    Gub-Gub is a fictional talking pig and one of Doctor Dolittle’s most loyal animal companions in Hugh Lofting’s children’s book series.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9819946808190b41335fb1054accd completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e28bdd6881909d01e550e99267e1 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e383dd8c8190872304c99b753152 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e47b052c8190a6f6ca5a6bd210f5 completed May 3, 2026, 6 a.m.
Created at: April 9, 2026, 9:07 p.m.