Triple

T12096259
Position Surface form Disambiguated ID Type / Status
Subject Frank Spotnitz E288077 entity
Predicate writerOf P2831 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 extraterrestrial life.
E92392 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: [Frank Spotnitz, writerOf, 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: [Frank Spotnitz, writerOf, The X-Files: Fight the Future]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Alien: Resurrection
    Alien: Resurrection is a 1997 science fiction horror film in the Alien franchise, set 200 years after Alien 3 and centered on the cloning and return of Ellen Ripley aboard a military research vessel.
  • 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: [Frank Spotnitz, writerOf, 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 extraterrestrial life.
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 extraterrestrial life.
  • A. The X-Files chosen
    The X-Files is a science fiction television series that follows FBI agents investigating paranormal phenomena, blending conspiracy-driven mythology with standalone supernatural cases.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Alien: Resurrection
    Alien: Resurrection is a 1997 science fiction horror film in the Alien franchise, set 200 years after Alien 3 and centered on the cloning and return of Ellen Ripley aboard a military research vessel.
  • F. None of above.

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_69d6ab4964708190850585628b287b0c completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91552645c81909aff601ab3d3c0e6 completed April 10, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6708f8881909c4f40a466bc0acf completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f600b6769481909d0308c8f77b2ef3 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ef0a9c8190ac922562a8856def completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:48 p.m.