Triple

T4506815
Position Surface form Disambiguated ID Type / Status
Subject Detective Comics E101348 entity
Predicate introducedCharacter P12208 FINISHED
Object Cassandra Cain
Cassandra Cain is a DC Comics character and martial arts prodigy who becomes one of the heroes to take on the mantle of Batgirl.
E447446 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: Cassandra Cain | Statement: [Detective Comics, introducedCharacter, Cassandra Cain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cassandra Cain
Context triple: [Detective Comics, introducedCharacter, Cassandra Cain]
  • A. Kate Kane
    Kate Kane is the DC Comics superheroine who becomes Batwoman, a vigilante crime-fighter in Gotham City and cousin to Bruce Wayne.
  • B. Talia al Ghul
    Talia al Ghul is a key antagonist in DC Comics and related Batman adaptations, known as Ra's al Ghul's daughter who combines lethal combat skills, strategic brilliance, and a complex romantic history with Bruce Wayne.
  • C. Raven
    Raven is a powerful, empathic half-demon sorceress and core member of the Teen Titans, known for her dark, reserved personality and struggle to control her immense magical abilities.
  • D. Raven
    Raven is a central trickster-creator figure in Haida mythology, known for shaping the world and bringing light and knowledge to humanity.
  • E. Deathstroke (DC Comics)
    Deathstroke is a highly skilled and genetically enhanced mercenary and assassin in DC Comics, best known as one of the primary adversaries of the Teen Titans and Batman.
  • 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: Cassandra Cain
Triple: [Detective Comics, introducedCharacter, Cassandra Cain]
Generated description
Cassandra Cain is a DC Comics character and martial arts prodigy who becomes one of the heroes to take on the mantle of Batgirl.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cassandra Cain
Target entity description: Cassandra Cain is a DC Comics character and martial arts prodigy who becomes one of the heroes to take on the mantle of Batgirl.
  • A. Kate Kane
    Kate Kane is the DC Comics superheroine who becomes Batwoman, a vigilante crime-fighter in Gotham City and cousin to Bruce Wayne.
  • B. Talia al Ghul
    Talia al Ghul is a key antagonist in DC Comics and related Batman adaptations, known as Ra's al Ghul's daughter who combines lethal combat skills, strategic brilliance, and a complex romantic history with Bruce Wayne.
  • C. Raven
    Raven is a powerful, empathic half-demon sorceress and core member of the Teen Titans, known for her dark, reserved personality and struggle to control her immense magical abilities.
  • D. Raven
    Raven is a central trickster-creator figure in Haida mythology, known for shaping the world and bringing light and knowledge to humanity.
  • E. Deathstroke (DC Comics)
    Deathstroke is a highly skilled and genetically enhanced mercenary and assassin in DC Comics, best known as one of the primary adversaries of the Teen Titans and Batman.
  • 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_69bd43d175248190894dc58b5b395c26 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd570e7bb8819097f7a575384a10a8 completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6fa0e3948190b7667e3db2131c1f completed March 20, 2026, 4:02 p.m.
NEDg Description generation batch_69bd71b00a2481909309765b6cc2e73d completed March 20, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_69bd727abda08190bdc1d6ea015f3e46 completed March 20, 2026, 4:14 p.m.
Created at: March 20, 2026, 1:01 p.m.