Triple

T15906104
Position Surface form Disambiguated ID Type / Status
Subject Brian K. Vaughan E385723 entity
Predicate notableWork P4 FINISHED
Object X Machina
X Machina is a critically acclaimed comic book series blending political drama and superhero elements, created by writer Brian K. Vaughan.
 E1183603 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: X Machina | Statement: [Brian K. Vaughan, notableWork, X Machina]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: X Machina
Context triple: [Brian K. Vaughan, notableWork, X Machina]
  • A. Machina
    Machina is a local government area and town in northeastern Nigeria’s Yobe State, near the border with Niger.
  • B. Machina/The Machines of God
    Machina/The Machines of God is a 2000 concept album by American alternative rock band The Smashing Pumpkins, noted for its dense, guitar-driven sound and themes of fame, spirituality, and identity.
  • C. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • D. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • E. Midnight Machines
    Midnight Machines is an atmospheric, electronic-tinged acoustic EP by the Canadian synth-pop band Lights that reimagines several of her earlier songs in a more stripped-down, nocturnal style.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: X Machina
Target entity description: X Machina is a critically acclaimed comic book series blending political drama and superhero elements, created by writer Brian K. Vaughan.
  • A. Machina
    Machina is a local government area and town in northeastern Nigeria’s Yobe State, near the border with Niger.
  • B. Machina/The Machines of God
    Machina/The Machines of God is a 2000 concept album by American alternative rock band The Smashing Pumpkins, noted for its dense, guitar-driven sound and themes of fame, spirituality, and identity.
  • C. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • D. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • E. Midnight Machines
    Midnight Machines is an atmospheric, electronic-tinged acoustic EP by the Canadian synth-pop band Lights that reimagines several of her earlier songs in a more stripped-down, nocturnal style.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: X Machina
Triple: [Brian K. Vaughan, notableWork, X Machina]
Generated description
X Machina is a critically acclaimed comic book series blending political drama and superhero elements, created by writer Brian K. Vaughan.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d86da686e4819097cbf3b1fc2d881d elicitation completed
NER batch_69e1565b0d688190acc181c777387c65 ner completed
NED1 batch_69ffb0535a808190983b4ff028826cbf ned_source_triple completed
NED2 batch_69ffb1a5e9b88190b790c81b9500c2ac ned_description completed
NEDg batch_69ffb110a5b88190904f763057e8eb1e nedg completed
Created at: April 10, 2026, 4:52 a.m.