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.