Triple

T12772248
Position Surface form Disambiguated ID Type / Status
Subject The Penguin (Batman Returns) E305273 entity
Predicate basedOn P98 FINISHED
Object Penguin (DC Comics)
Penguin (DC Comics) is a notorious Batman supervillain, typically portrayed as the refined yet ruthless crime boss Oswald Cobblepot who uses bird-themed gadgets and operates out of the Iceberg Lounge in Gotham City.
E1002992 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: Penguin (DC Comics) | Statement: [The Penguin (Batman Returns), basedOn, Penguin (DC Comics)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Penguin (DC Comics)
Context triple: [The Penguin (Batman Returns), basedOn, Penguin (DC Comics)]
  • A. Hardy Justice
    Hardy Justice is a film producer best known for his work on the period drama "Stage Beauty."
  • B. Mul of Kent
    Mul of Kent was a 7th-century royal figure associated with the Anglo-Saxon Kingdom of Kent, known primarily from brief and uncertain historical records.
  • C. Apollo of Gotham
    Apollo of Gotham is an epithet for Harvey Dent, highlighting his former status as Gotham City's shining, idealistic district attorney before his tragic transformation into the villain Two-Face.
  • D. Hawkman
    Hawkman is a DC Comics superhero known for his reincarnated warrior origins, Nth metal wings and weaponry, and long-standing membership in teams like the Justice Society of America.
  • E. Superboy
    Superboy is a DC Comics superhero, often depicted as a younger clone or incarnation of Superman with similar Kryptonian powers and a prominent role in teams like the Teen Titans and Young Justice.
  • 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: Penguin (DC Comics)
Triple: [The Penguin (Batman Returns), basedOn, Penguin (DC Comics)]
Generated description
Penguin (DC Comics) is a notorious Batman supervillain, typically portrayed as the refined yet ruthless crime boss Oswald Cobblepot who uses bird-themed gadgets and operates out of the Iceberg Lounge in Gotham City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Penguin (DC Comics)
Target entity description: Penguin (DC Comics) is a notorious Batman supervillain, typically portrayed as the refined yet ruthless crime boss Oswald Cobblepot who uses bird-themed gadgets and operates out of the Iceberg Lounge in Gotham City.
  • A. Hardy Justice
    Hardy Justice is a film producer best known for his work on the period drama "Stage Beauty."
  • B. Mul of Kent
    Mul of Kent was a 7th-century royal figure associated with the Anglo-Saxon Kingdom of Kent, known primarily from brief and uncertain historical records.
  • C. Apollo of Gotham
    Apollo of Gotham is an epithet for Harvey Dent, highlighting his former status as Gotham City's shining, idealistic district attorney before his tragic transformation into the villain Two-Face.
  • D. Hawkman
    Hawkman is a DC Comics superhero known for his reincarnated warrior origins, Nth metal wings and weaponry, and long-standing membership in teams like the Justice Society of America.
  • E. Superboy
    Superboy is a DC Comics superhero, often depicted as a younger clone or incarnation of Superman with similar Kryptonian powers and a prominent role in teams like the Teen Titans and Young Justice.
  • 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96df5b68481908a5d40516b09be52 completed April 10, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684fcd4b48190ab610efffcbd1546 completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f689e108cc819097bacb28f6bd9a9b completed May 2, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69f68adcfabc8190a85624e2f1b0bafb completed May 2, 2026, 11:38 p.m.
Created at: April 9, 2026, 5:28 p.m.