Triple

T1583242
Position Surface form Disambiguated ID Type / Status
Subject Liam Neeson E34013 entity
Predicate role P268 FINISHED
Object Bryan Mills in Taken
Bryan Mills in Taken is a highly skilled former CIA operative and devoted father who relentlessly hunts down his daughter's kidnappers using his "particular set of skills."
E178803 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: Bryan Mills in Taken | Statement: [Liam Neeson, role, Bryan Mills in Taken]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bryan Mills in Taken
Context triple: [Liam Neeson, role, Bryan Mills in Taken]
  • A. William Cage
    William Cage is the protagonist of the science fiction film "Edge of Tomorrow," a military public relations officer who becomes caught in a time loop while fighting an alien invasion.
  • B. Jonas Blane
    Jonas Blane is the stoic, highly skilled leader of an elite U.S. Army special operations unit in the television series "The Unit."
  • C. Jason Bourne
    Jason Bourne is a fictional amnesiac assassin and highly skilled operative at the center of Robert Ludlum’s spy novels and the popular action-thriller film series.
  • D. Fletcher Marron in The Bodyguard
    Fletcher Marron in *The Bodyguard* is the young son of pop star Rachel Marron, whose safety becomes a key concern for the titular bodyguard in the 1992 romantic thriller film.
  • E. Michael Cage
    Michael Cage is a former American professional basketball player and dominant rebounder who starred in college before enjoying a long NBA career primarily in the 1980s and 1990s.
  • 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: Bryan Mills in Taken
Triple: [Liam Neeson, role, Bryan Mills in Taken]
Generated description
Bryan Mills in Taken is a highly skilled former CIA operative and devoted father who relentlessly hunts down his daughter's kidnappers using his "particular set of skills."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bryan Mills in Taken
Target entity description: Bryan Mills in Taken is a highly skilled former CIA operative and devoted father who relentlessly hunts down his daughter's kidnappers using his "particular set of skills."
  • A. William Cage
    William Cage is the protagonist of the science fiction film "Edge of Tomorrow," a military public relations officer who becomes caught in a time loop while fighting an alien invasion.
  • B. Jonas Blane
    Jonas Blane is the stoic, highly skilled leader of an elite U.S. Army special operations unit in the television series "The Unit."
  • C. Jason Bourne
    Jason Bourne is a fictional amnesiac assassin and highly skilled operative at the center of Robert Ludlum’s spy novels and the popular action-thriller film series.
  • D. Fletcher Marron in The Bodyguard
    Fletcher Marron in *The Bodyguard* is the young son of pop star Rachel Marron, whose safety becomes a key concern for the titular bodyguard in the 1992 romantic thriller film.
  • E. Michael Cage
    Michael Cage is a former American professional basketball player and dominant rebounder who starred in college before enjoying a long NBA career primarily in the 1980s and 1990s.
  • 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908f0e72c8190bb7a2a0c77379060 completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4035dd7c8190817301c0a2b0b938 completed March 8, 2026, 9:24 a.m.
NEDg Description generation batch_69ad411829fc81909f9dc88b3d55d431 completed March 8, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_69ad417c2ff48190af8e62a015b45c6b completed March 8, 2026, 9:29 a.m.
Created at: March 4, 2026, 7:27 p.m.