Triple

T3536603
Position Surface form Disambiguated ID Type / Status
Subject Batman E74786 entity
Predicate allies P2865 FINISHED
Object 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.
 E367193 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: Batgirl | Statement: [Batman, allies, Batgirl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Batgirl
Context triple: [Batman, allies, Batgirl]
  • A. Batwoman
    Batwoman is a DC Comics superheroine and crimefighter, often depicted as a wealthy vigilante in Gotham City who operates independently of Batman.
  • B. Birds of Prey
    Birds of Prey is a 2020 DC superhero film centered on Harley Quinn teaming up with a group of female vigilantes in Gotham City.
  • C. Nightwings
    Nightwings is a science fiction novel by Robert Silverberg that explores a far-future, decadent Earth through the story of a watchman tasked with guarding against a long-prophesied alien invasion.
  • D. Batwing
    Batwing is a flying steel roller coaster at Six Flags America that suspends riders beneath the track in a prone, face-down position to simulate the sensation of flight.
  • E. Kate Kane
    Kate Kane is the DC Comics superheroine who becomes Batwoman, a vigilante crime-fighter in Gotham City and cousin to Bruce Wayne.
  • 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
Triple: [Batman, allies, Batgirl]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Batgirl
Target entity description: 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.
  • A. Batwoman
    Batwoman is a DC Comics superheroine and crimefighter, often depicted as a wealthy vigilante in Gotham City who operates independently of Batman.
  • B. Birds of Prey
    Birds of Prey is a 2020 DC superhero film centered on Harley Quinn teaming up with a group of female vigilantes in Gotham City.
  • C. Nightwings
    Nightwings is a science fiction novel by Robert Silverberg that explores a far-future, decadent Earth through the story of a watchman tasked with guarding against a long-prophesied alien invasion.
  • D. Batwing
    Batwing is a flying steel roller coaster at Six Flags America that suspends riders beneath the track in a prone, face-down position to simulate the sensation of flight.
  • E. Kate Kane
    Kate Kane is the DC Comics superheroine who becomes Batwoman, a vigilante crime-fighter in Gotham City and cousin to Bruce Wayne.
  • 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_69ad85d1a3948190931fd1ea1f49717b completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbcc7b92481908d2d99948780f4d0 completed March 8, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bd237e881909df210a42346b572 completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38f85806081908dcbb60f505996bf completed March 13, 2026, 4:16 a.m.
NED2 Entity disambiguation (via description) batch_69b39021ef8081909cf38c2403810460 completed March 13, 2026, 4:18 a.m.
Created at: March 8, 2026, 3:20 p.m.