Triple

T5751925
Position Surface form Disambiguated ID Type / Status
Subject Simu Liu E126872 entity
Predicate notableWork P4 FINISHED
Object Taken (TV series)
Taken is an action-thriller television series based on the film franchise of the same name, serving as a modern-day prequel that follows a younger Bryan Mills as he develops the specialized skills that define his later career.
E543894 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: Taken (TV series) | Statement: [Simu Liu, notableWork, Taken (TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taken (TV series)
Context triple: [Simu Liu, notableWork, Taken (TV series)]
  • A. Without a Trace
    Without a Trace is an American crime drama television series that follows an FBI missing persons unit as they investigate and locate individuals who have mysteriously disappeared.
  • B. Touch (TV series)
    Touch is an American drama television series that follows a widowed father whose emotionally challenged son can predict future events through complex numerical patterns, intertwining global storylines around fate and interconnectedness.
  • C. The Closer
    The Closer is a 2021 Netflix stand-up comedy special by Dave Chappelle that sparked widespread controversy and debate over its jokes about gender identity and the LGBTQ+ community.
  • D. The Closer
    The Closer is an American crime drama television series centered on a brilliant but tough female deputy police chief who specializes in interrogations and securing confessions.
  • E. Third Watch
    Third Watch is an American television drama series that follows the lives of New York City police officers, firefighters, and paramedics working the 3 p.m. to 11 p.m. shift.
  • 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: Taken (TV series)
Triple: [Simu Liu, notableWork, Taken (TV series)]
Generated description
Taken is an action-thriller television series based on the film franchise of the same name, serving as a modern-day prequel that follows a younger Bryan Mills as he develops the specialized skills that define his later career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taken (TV series)
Target entity description: Taken is an action-thriller television series based on the film franchise of the same name, serving as a modern-day prequel that follows a younger Bryan Mills as he develops the specialized skills that define his later career.
  • A. Without a Trace
    Without a Trace is an American crime drama television series that follows an FBI missing persons unit as they investigate and locate individuals who have mysteriously disappeared.
  • B. Touch (TV series)
    Touch is an American drama television series that follows a widowed father whose emotionally challenged son can predict future events through complex numerical patterns, intertwining global storylines around fate and interconnectedness.
  • C. The Closer
    The Closer is an American crime drama television series centered on a brilliant but tough female deputy police chief who specializes in interrogations and securing confessions.
  • D. The Closer
    The Closer is a 2021 Netflix stand-up comedy special by Dave Chappelle that sparked widespread controversy and debate over its jokes about gender identity and the LGBTQ+ community.
  • E. Third Watch
    Third Watch is an American television drama series that follows the lives of New York City police officers, firefighters, and paramedics working the 3 p.m. to 11 p.m. shift.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0288b580c81909e1289982b106695 completed March 22, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e3a50b88190a943b2d91d3c5b8e completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c0880ef8608190a602c7b9c7f753fb completed March 23, 2026, 12:23 a.m.
NED2 Entity disambiguation (via description) batch_69c088cff95481908a8e04e763269062 completed March 23, 2026, 12:26 a.m.
Created at: March 22, 2026, 3:48 p.m.