Triple

T7641907
Position Surface form Disambiguated ID Type / Status
Subject Guardians of the Galaxy (2014 film) E173029 entity
Predicate writer P1360 FINISHED
Object Nicole Perlman
Nicole Perlman is an American screenwriter best known for co-writing Marvel's hit space-superhero film "Guardians of the Galaxy" (2014) and helping launch the studio's cosmic cinematic storytelling.
E689845 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: Nicole Perlman | Statement: [Guardians of the Galaxy (2014 film), writer, Nicole Perlman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicole Perlman
Context triple: [Guardians of the Galaxy (2014 film), writer, Nicole Perlman]
  • A. Chris Perkel
    Chris Perkel is a film editor and director best known for his work on music-related documentaries, including the Clive Davis biographical film "Clive Davis: The Soundtrack of Our Lives."
  • B. Melissa Rosenberg
    Melissa Rosenberg is an American screenwriter and producer best known for adapting the Twilight Saga films and creating the Marvel television series Jessica Jones.
  • C. Melissa Stark
    Melissa Stark is an American television sportscaster best known for her work as a sideline reporter on NFL broadcasts.
  • D. Jen Lewin
    Jen Lewin is an American interactive light and sculpture artist known for large-scale, technology-driven public art installations.
  • E. Julie Sussman
    Julie Sussman is a computer scientist and author best known for coauthoring the influential textbook "Structure and Interpretation of Computer Programs" and contributing to the development of programming language education.
  • 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: Nicole Perlman
Triple: [Guardians of the Galaxy (2014 film), writer, Nicole Perlman]
Generated description
Nicole Perlman is an American screenwriter best known for co-writing Marvel's hit space-superhero film "Guardians of the Galaxy" (2014) and helping launch the studio's cosmic cinematic storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicole Perlman
Target entity description: Nicole Perlman is an American screenwriter best known for co-writing Marvel's hit space-superhero film "Guardians of the Galaxy" (2014) and helping launch the studio's cosmic cinematic storytelling.
  • A. Chris Perkel
    Chris Perkel is a film editor and director best known for his work on music-related documentaries, including the Clive Davis biographical film "Clive Davis: The Soundtrack of Our Lives."
  • B. Melissa Rosenberg
    Melissa Rosenberg is an American screenwriter and producer best known for adapting the Twilight Saga films and creating the Marvel television series Jessica Jones.
  • C. Melissa Stark
    Melissa Stark is an American television sportscaster best known for her work as a sideline reporter on NFL broadcasts.
  • D. Jen Lewin
    Jen Lewin is an American interactive light and sculpture artist known for large-scale, technology-driven public art installations.
  • E. Julie Sussman
    Julie Sussman is a computer scientist and author best known for coauthoring the influential textbook "Structure and Interpretation of Computer Programs" and contributing to the development of programming language education.
  • 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_69c6995360188190968ee57b72a1627f completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6facefbe08190882bd76cf3cd605e completed March 27, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9116b86cc8190997077243f99cc7d completed March 29, 2026, 11:47 a.m.
NEDg Description generation batch_69c912219dd8819098157c3d0d22eaac completed March 29, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_69c9138753088190ad84f49ad04f2b8a completed March 29, 2026, 11:56 a.m.
Created at: March 27, 2026, 3:58 p.m.