Triple
T6627814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Two and a Half Men |
E149847
|
entity |
| Predicate | portrayedBy |
P1507
|
FINISHED |
| Object |
Walden Schmidt – Ashton Kutcher
Walden Schmidt is a fictional billionaire character on the sitcom "Two and a Half Men," played by actor Ashton Kutcher as Charlie Sheen’s replacement in later seasons.
|
E600887
|
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: Walden Schmidt – Ashton Kutcher | Statement: [Two and a Half Men, portrayedBy, Walden Schmidt – Ashton Kutcher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walden Schmidt – Ashton Kutcher Context triple: [Two and a Half Men, portrayedBy, Walden Schmidt – Ashton Kutcher]
-
A.
Matthew Schmidt
Matthew Schmidt is a film editor best known for his work on major Marvel Cinematic Universe films, including Avengers: Infinity War.
-
B.
Eli Kashpaw
Eli Kashpaw is a reclusive, nature-bound Ojibwe man in Louise Erdrich’s novel "Tracks," whose life in the woods symbolizes resistance to cultural loss and encroaching modernity.
-
C.
Nick Wechsler
Nick Wechsler is an American actor best known for his television roles, including playing Jack Porter on the drama series "Revenge."
-
D.
Nick Wechsler
Nick Wechsler is an American film producer known for backing acclaimed independent and studio features, including the drama "North Country."
-
E.
Tom Wambsgans
Tom Wambsgans is a central character in the television series "Succession," known as Shiv Roy’s ambitious, often obsequious husband who navigates the ruthless corporate and family politics of Waystar Royco.
- 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: Walden Schmidt – Ashton Kutcher Triple: [Two and a Half Men, portrayedBy, Walden Schmidt – Ashton Kutcher]
Generated description
Walden Schmidt is a fictional billionaire character on the sitcom "Two and a Half Men," played by actor Ashton Kutcher as Charlie Sheen’s replacement in later seasons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walden Schmidt – Ashton Kutcher Target entity description: Walden Schmidt is a fictional billionaire character on the sitcom "Two and a Half Men," played by actor Ashton Kutcher as Charlie Sheen’s replacement in later seasons.
-
A.
Matthew Schmidt
Matthew Schmidt is a film editor best known for his work on major Marvel Cinematic Universe films, including Avengers: Infinity War.
-
B.
Eli Kashpaw
Eli Kashpaw is a reclusive, nature-bound Ojibwe man in Louise Erdrich’s novel "Tracks," whose life in the woods symbolizes resistance to cultural loss and encroaching modernity.
-
C.
Nick Wechsler
Nick Wechsler is an American actor best known for his television roles, including playing Jack Porter on the drama series "Revenge."
-
D.
Nick Wechsler
Nick Wechsler is an American film producer known for backing acclaimed independent and studio features, including the drama "North Country."
-
E.
Tom Wambsgans
Tom Wambsgans is a central character in the television series "Succession," known as Shiv Roy’s ambitious, often obsequious husband who navigates the ruthless corporate and family politics of Waystar Royco.
- 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_69c687ee50048190aa151765bef16193 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6afa2e4a48190ba3c70013bab14f2 |
completed | March 27, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cbe690548190a771bb1ec8d3aacf |
completed | March 27, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69c6cd0a98908190a5725c49bad7589d |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cdcf14508190876faa73f5eec884 |
completed | March 27, 2026, 6:34 p.m. |
Created at: March 27, 2026, 1:59 p.m.