Triple

T10467447
Position Surface form Disambiguated ID Type / Status
Subject Jack Ryan: Shadow Recruit E246832 entity
Predicate character P662 FINISHED
Object Cathy Muller
Cathy Muller is a physician and the love interest of CIA analyst Jack Ryan in the action thriller film "Jack Ryan: Shadow Recruit."
E875798 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: Cathy Muller | Statement: [Jack Ryan: Shadow Recruit, character, Cathy Muller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cathy Muller
Context triple: [Jack Ryan: Shadow Recruit, character, Cathy Muller]
  • A. Cathy Meils
    Cathy Meils is a film editor known for her work on the horror sequel "Scream 4."
  • B. Cathy Kuhlmeier
    Cathy Kuhlmeier is a former high school student who became known for challenging school censorship of a student newspaper in the landmark U.S. Supreme Court case Hazelwood School District v. Kuhlmeier.
  • C. Melissa Müller
    Melissa Müller is an Austrian author and historian best known for her biographical and historical works on figures and events from the Nazi era, including her research that inspired the film "Downfall."
  • D. Cathy Engelbert
    Cathy Engelbert is an American business executive who became the first commissioner of the WNBA after previously serving as CEO of Deloitte.
  • E. Catherine Stihler
    Catherine Stihler is a Scottish former Labour MEP and political figure who has gone on to lead major digital and open knowledge organizations.
  • 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: Cathy Muller
Triple: [Jack Ryan: Shadow Recruit, character, Cathy Muller]
Generated description
Cathy Muller is a physician and the love interest of CIA analyst Jack Ryan in the action thriller film "Jack Ryan: Shadow Recruit."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cathy Muller
Target entity description: Cathy Muller is a physician and the love interest of CIA analyst Jack Ryan in the action thriller film "Jack Ryan: Shadow Recruit."
  • A. Cathy Meils
    Cathy Meils is a film editor known for her work on the horror sequel "Scream 4."
  • B. Cathy Kuhlmeier
    Cathy Kuhlmeier is a former high school student who became known for challenging school censorship of a student newspaper in the landmark U.S. Supreme Court case Hazelwood School District v. Kuhlmeier.
  • C. Melissa Müller
    Melissa Müller is an Austrian author and historian best known for her biographical and historical works on figures and events from the Nazi era, including her research that inspired the film "Downfall."
  • D. Cathy Engelbert
    Cathy Engelbert is an American business executive who became the first commissioner of the WNBA after previously serving as CEO of Deloitte.
  • E. Catherine Stihler
    Catherine Stihler is a Scottish former Labour MEP and political figure who has gone on to lead major digital and open knowledge organizations.
  • 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5092e3230819098ab444f73c9bd40 completed April 7, 2026, 1:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b31de8c8190996df69ae02278f8 completed April 10, 2026, 9:27 p.m.
NEDg Description generation batch_69d96dee84f48190bf5b0cb1115a8bba completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d9708824208190acf75933962d690f completed April 10, 2026, 9:50 p.m.
Created at: April 6, 2026, 12:20 p.m.