Triple

T8450585
Position Surface form Disambiguated ID Type / Status
Subject Valkyrie (MCU) E199788 entity
Predicate basedOn P98 FINISHED
Object Valkyrie (Marvel Comics)
Valkyrie (Marvel Comics) is a powerful Asgardian warrior and longtime ally of the superhero team the Defenders, best known for wielding the enchanted sword Dragonfang and serving as one of Marvel’s prominent female heroes.
E734852 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: Valkyrie (Marvel Comics) | Statement: [Valkyrie (MCU), basedOn, Valkyrie (Marvel Comics)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Valkyrie (Marvel Comics)
Context triple: [Valkyrie (MCU), basedOn, Valkyrie (Marvel Comics)]
  • A. Spider-Woman
    Spider-Woman is a Marvel Comics superheroine, most commonly Jessica Drew, known for her spider-based powers, espionage background, and membership in major superhero teams.
  • B. Ironhide
    Ironhide is a tough, battle-hardened Autobot warrior from the Transformers franchise, typically portrayed as a heavily armed security or weapons specialist fiercely loyal to Optimus Prime.
  • C. Black Panther (Marvel Comics series)
    Black Panther (Marvel Comics series) is a Marvel comic book run that follows T’Challa, king and protector of the technologically advanced African nation of Wakanda, blending superhero action with political and social commentary.
  • D. Ms. Marvel (Carol Danvers)
    Ms. Marvel (Carol Danvers) is a prominent Marvel Comics superheroine, later known as Captain Marvel, who gained superhuman strength, flight, and energy powers and became a key member of the Avengers.
  • E. Crimson Widow
    Crimson Widow is an alias used by Yelena Belova, a highly trained Russian spy and assassin who has operated as both an adversary and occasional ally of Black Widow in Marvel Comics.
  • 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: Valkyrie (Marvel Comics)
Triple: [Valkyrie (MCU), basedOn, Valkyrie (Marvel Comics)]
Generated description
Valkyrie (Marvel Comics) is a powerful Asgardian warrior and longtime ally of the superhero team the Defenders, best known for wielding the enchanted sword Dragonfang and serving as one of Marvel’s prominent female heroes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Valkyrie (Marvel Comics)
Target entity description: Valkyrie (Marvel Comics) is a powerful Asgardian warrior and longtime ally of the superhero team the Defenders, best known for wielding the enchanted sword Dragonfang and serving as one of Marvel’s prominent female heroes.
  • A. Spider-Woman
    Spider-Woman is a Marvel Comics superheroine, most commonly Jessica Drew, known for her spider-based powers, espionage background, and membership in major superhero teams.
  • B. Ironhide
    Ironhide is a tough, battle-hardened Autobot warrior from the Transformers franchise, typically portrayed as a heavily armed security or weapons specialist fiercely loyal to Optimus Prime.
  • C. Black Panther (Marvel Comics series)
    Black Panther (Marvel Comics series) is a Marvel comic book run that follows T’Challa, king and protector of the technologically advanced African nation of Wakanda, blending superhero action with political and social commentary.
  • D. Ms. Marvel (Carol Danvers)
    Ms. Marvel (Carol Danvers) is a prominent Marvel Comics superheroine, later known as Captain Marvel, who gained superhuman strength, flight, and energy powers and became a key member of the Avengers.
  • E. Crimson Widow
    Crimson Widow is an alias used by Yelena Belova, a highly trained Russian spy and assassin who has operated as both an adversary and occasional ally of Black Widow in Marvel Comics.
  • 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_69ca8318231881908fd1bc1c4d45d286 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe44815488190a912d63512e19af0 completed March 31, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1dd14484819082f0319455011a22 completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce1eddb9988190a77ab59f2867ad5d completed April 2, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69ce1fb9b03c819089976283e1c53ca5 completed April 2, 2026, 7:50 a.m.
Created at: March 30, 2026, 6:09 p.m.