Triple

T2547516
Position Surface form Disambiguated ID Type / Status
Subject Marvel Comics E57939 entity
Predicate publisherOf P1760 FINISHED
Object Punisher
Punisher is a Marvel Comics antihero vigilante, typically depicted as Frank Castle, who wages a one-man war on crime using lethal force and military tactics.
 E277304 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: Punisher | Statement: [Marvel Comics, publisherOf, Punisher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Punisher
Context triple: [Marvel Comics, publisherOf, Punisher]
  • A. Punisher
    Punisher is Phoebe Bridgers' critically acclaimed 2020 indie rock album known for its intimate songwriting and atmospheric, melancholic sound.
  • B. Carnage
    Carnage is a 2011 dark comedy film directed by Roman Polanski, adapted from Yasmina Reza’s play "God of Carnage," in which Christoph Waltz stars as one of four parents whose polite meeting spirals into chaos.
  • C. The Capital Punisher
    The Capital Punisher is the nickname of Frank Howard, a towering power-hitting Major League Baseball slugger best known for his time with the Washington Senators in the 1960s and early 1970s.
  • D. The Sentry
    The Sentry is a 17th-century painting by Dutch Golden Age artist Carel Fabritius, noted for its subtle use of light and psychological depth in depicting a solitary guard.
  • E. Rogue
    Rogue is a Hearthstone class focused on stealth, combo-based gameplay, and efficient removal using daggers, spells, and sneaky minions.
  • 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: Punisher
Triple: [Marvel Comics, publisherOf, Punisher]
Generated description
Punisher is a Marvel Comics antihero vigilante, typically depicted as Frank Castle, who wages a one-man war on crime using lethal force and military tactics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Punisher
Target entity description: Punisher is a Marvel Comics antihero vigilante, typically depicted as Frank Castle, who wages a one-man war on crime using lethal force and military tactics.
  • A. Punisher
    Punisher is Phoebe Bridgers' critically acclaimed 2020 indie rock album known for its intimate songwriting and atmospheric, melancholic sound.
  • B. Carnage
    Carnage is a 2011 dark comedy film directed by Roman Polanski, adapted from Yasmina Reza’s play "God of Carnage," in which Christoph Waltz stars as one of four parents whose polite meeting spirals into chaos.
  • C. The Capital Punisher
    The Capital Punisher is the nickname of Frank Howard, a towering power-hitting Major League Baseball slugger best known for his time with the Washington Senators in the 1960s and early 1970s.
  • D. The Sentry
    The Sentry is a 17th-century painting by Dutch Golden Age artist Carel Fabritius, noted for its subtle use of light and psychological depth in depicting a solitary guard.
  • E. Rogue
    Rogue is a Hearthstone class focused on stealth, combo-based gameplay, and efficient removal using daggers, spells, and sneaky minions.
  • 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_69ab4a5212d88190b989ce129f2ad87f completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2e672948190bb7fe9b47535a172 completed March 7, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d0e6e188190be190965cc02838e completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5d9dcf608190b580beb10619ab86 completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e781360819080b4b96942beb17d completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:47 p.m.