Triple

T364640
Position Surface form Disambiguated ID Type / Status
Subject Jobs (2013 film) E7931 entity
Predicate starred P5563 FINISHED
Object Ashton Kutcher
Ashton Kutcher is an American actor, producer, and entrepreneur known for his roles in television sitcoms like "That '70s Show" and "Two and a Half Men," as well as his work in film and tech investing.
E46411 NE FINISHED

How this triple was built (5 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: Ashton Kutcher | Statement: [Jobs (2013 film), starred, Ashton Kutcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashton Kutcher
Context triple: [Jobs (2013 film), starred, Ashton Kutcher]
  • A. Josh Hartnett
    Josh Hartnett is an American actor known for his breakout roles in late-1990s and early-2000s films such as "The Faculty," "Pearl Harbor," and "Black Hawk Down," as well as later work in projects like the series "Penny Dreadful."
  • B. Mark Wahlberg
    Mark Wahlberg is an American actor and producer known for his roles in films such as "Boogie Nights," "The Departed," and the "Transformers" series, as well as for his earlier career as a rapper under the name Marky Mark.
  • C. Greg Wise
    Greg Wise is a British actor and producer known for roles in period dramas such as "Sense and Sensibility" and for his long-term partnership with actress and writer Emma Thompson.
  • D. John Spencer
    John Spencer was an American actor best known for his Emmy-winning role as White House Chief of Staff Leo McGarry on the television drama "The West Wing."
  • E. Rob Lowe
    Rob Lowe is an American actor known for his roles in films like "St. Elmo's Fire" and TV series such as "Parks and Recreation" and "9-1-1: Lone Star."
  • 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: Ashton Kutcher
Triple: [Jobs (2013 film), starred, Ashton Kutcher]
Generated description
Ashton Kutcher is an American actor, producer, and entrepreneur known for his roles in television sitcoms like "That '70s Show" and "Two and a Half Men," as well as his work in film and tech investing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashton Kutcher
Target entity description: Ashton Kutcher is an American actor, producer, and entrepreneur known for his roles in television sitcoms like "That '70s Show" and "Two and a Half Men," as well as his work in film and tech investing.
  • A. Josh Hartnett
    Josh Hartnett is an American actor known for his breakout roles in late-1990s and early-2000s films such as "The Faculty," "Pearl Harbor," and "Black Hawk Down," as well as later work in projects like the series "Penny Dreadful."
  • B. Mark Wahlberg
    Mark Wahlberg is an American actor and producer known for his roles in films such as "Boogie Nights," "The Departed," and the "Transformers" series, as well as for his earlier career as a rapper under the name Marky Mark.
  • C. Greg Wise
    Greg Wise is a British actor and producer known for roles in period dramas such as "Sense and Sensibility" and for his long-term partnership with actress and writer Emma Thompson.
  • D. John Spencer
    John Spencer was an American actor best known for his Emmy-winning role as White House Chief of Staff Leo McGarry on the television drama "The West Wing."
  • E. Rob Lowe
    Rob Lowe is an American actor known for his roles in films like "St. Elmo's Fire" and TV series such as "Parks and Recreation" and "9-1-1: Lone Star."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: starred
Context triple: [Jobs (2013 film), starred, Ashton Kutcher]
  • A. cataloguedAsStar
    Indicates that an object has been classified and recorded specifically as a star in a catalog or database.
  • B. starredActor chosen
    Indicates that an actor performed a leading or significant role in a particular production or work.
  • C. starCount
    Indicates the number of stars associated with an entity, typically representing a rating, quality level, or count of starred items.
  • D. stars
    Indicates that one entity marks, highlights, or designates another as special, important, or featured (often by assigning a star or similar marker).
  • E. status
    Indicates the current condition, state, or standing of an entity within a given context.
  • F. None of above.

Provenance (6 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebe6c1b4819083335e880c205ed6 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e8668b848190b68d19819ac134df completed March 1, 2026, 7:19 a.m.
NEDg Description generation batch_69a3ea5beecc8190b128db693db39e95 completed March 1, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69a3eba438548190912d5a4a9c0e6528 completed March 1, 2026, 7:32 a.m.
PD Predicate disambiguation batch_69a2e95dbb208190b277fc5352a4ee84 completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.