Triple

T14552163
Position Surface form Disambiguated ID Type / Status
Subject David Duchovny E341443 entity
Predicate notableWork P4 FINISHED
Object The X-Files: Fight the Future
The X-Files: Fight the Future is a 1998 science fiction thriller film based on the television series The X-Files, following FBI agents Mulder and Scully as they uncover a government conspiracy involving an alien virus.
E1107042 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: The X-Files: Fight the Future | Statement: [David Duchovny, notableWork, The X-Files: Fight the Future]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The X-Files: Fight the Future
Context triple: [David Duchovny, notableWork, The X-Files: Fight the Future]
  • A. The X-Files: I Want to Believe
    The X-Files: I Want to Believe is a 2008 science fiction thriller film based on the popular TV series The X-Files, following FBI agents Mulder and Scully as they investigate a mysterious case involving a disgraced priest and alleged psychic visions.
  • B. The X-Files
    The X-Files is a science fiction television series that follows FBI agents investigating paranormal phenomena, blending conspiracy-driven mythology with standalone supernatural cases.
  • C. Terminator: The Sarah Connor Chronicles
    Terminator: The Sarah Connor Chronicles is a science fiction television series that continues the Terminator film franchise’s storyline by following Sarah and John Connor as they fight to prevent Skynet’s rise.
  • D. X-Tinction Agenda
    X-Tinction Agenda is a major early-1990s X-Men crossover storyline in which the mutant heroes battle the oppressive nation of Genosha over the enslavement and persecution of mutants.
  • E. X2 (2003 film)
    X2 (2003 film) is a 2003 superhero movie based on the Marvel Comics X-Men, continuing the story of mutant heroes and villains as they confront a new threat to their kind.
  • 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: The X-Files: Fight the Future
Triple: [David Duchovny, notableWork, The X-Files: Fight the Future]
Generated description
The X-Files: Fight the Future is a 1998 science fiction thriller film based on the television series The X-Files, following FBI agents Mulder and Scully as they uncover a government conspiracy involving an alien virus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The X-Files: Fight the Future
Target entity description: The X-Files: Fight the Future is a 1998 science fiction thriller film based on the television series The X-Files, following FBI agents Mulder and Scully as they uncover a government conspiracy involving an alien virus.
  • A. The X-Files: I Want to Believe
    The X-Files: I Want to Believe is a 2008 science fiction thriller film based on the popular TV series The X-Files, following FBI agents Mulder and Scully as they investigate a mysterious case involving a disgraced priest and alleged psychic visions.
  • B. The X-Files
    The X-Files is a science fiction television series that follows FBI agents investigating paranormal phenomena, blending conspiracy-driven mythology with standalone supernatural cases.
  • C. Terminator: The Sarah Connor Chronicles
    Terminator: The Sarah Connor Chronicles is a science fiction television series that continues the Terminator film franchise’s storyline by following Sarah and John Connor as they fight to prevent Skynet’s rise.
  • D. X-Tinction Agenda
    X-Tinction Agenda is a major early-1990s X-Men crossover storyline in which the mutant heroes battle the oppressive nation of Genosha over the enslavement and persecution of mutants.
  • E. X2 (2003 film)
    X2 (2003 film) is a 2003 superhero movie based on the Marvel Comics X-Men, continuing the story of mutant heroes and villains as they confront a new threat to their kind.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb2ee34208190bf040a513767c958 completed April 14, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ab7d698819085fd81d7b6f96317 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8b8566cc81908c5cecefb5d71e63 completed May 8, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd8e8c320c8190b08af08226e50622 completed May 8, 2026, 7:19 a.m.
Created at: April 10, 2026, 1:23 a.m.