Triple

T6627810
Position Surface form Disambiguated ID Type / Status
Subject Two and a Half Men E149847 entity
Predicate mainCharacter P1183 FINISHED
Object Walden Schmidt
Walden Schmidt is a wealthy, socially awkward internet billionaire who becomes one of the central characters in the sitcom "Two and a Half Men."
E600884 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 | Statement: [Two and a Half Men, mainCharacter, Walden Schmidt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walden Schmidt
Context triple: [Two and a Half Men, mainCharacter, Walden Schmidt]
  • A. Stanley Schmidt
    Stanley Schmidt is an American science fiction author and long-time editor best known for his influential tenure shaping the magazine Analog Science Fiction and Fact.
  • B. Rayford Young
    Rayford Young is a former Texas Tech college basketball player best known as the father of NBA All-Star point guard Trae Young.
  • C. Harold Schmidt
    Harold Schmidt is a relatively obscure individual whose name is shared with several people, including professionals in fields such as sports, academia, and the arts.
  • D. Martin Colbert
    Martin Colbert is a fictional character in Willa Cather’s novel "Sapphira and the Slave Girl," involved in the complex social and moral dynamics of antebellum Virginia.
  • E. Calvin Wheeler
    Calvin Wheeler is a fictional character portrayed by actor Lee Thompson Young, best known from his work in film and television.
  • 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
Triple: [Two and a Half Men, mainCharacter, Walden Schmidt]
Generated description
Walden Schmidt is a wealthy, socially awkward internet billionaire who becomes one of the central characters in the sitcom "Two and a Half Men."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walden Schmidt
Target entity description: Walden Schmidt is a wealthy, socially awkward internet billionaire who becomes one of the central characters in the sitcom "Two and a Half Men."
  • A. Stanley Schmidt
    Stanley Schmidt is an American science fiction author and long-time editor best known for his influential tenure shaping the magazine Analog Science Fiction and Fact.
  • B. Rayford Young
    Rayford Young is a former Texas Tech college basketball player best known as the father of NBA All-Star point guard Trae Young.
  • C. Harold Schmidt
    Harold Schmidt is a relatively obscure individual whose name is shared with several people, including professionals in fields such as sports, academia, and the arts.
  • D. Martin Colbert
    Martin Colbert is a fictional character in Willa Cather’s novel "Sapphira and the Slave Girl," involved in the complex social and moral dynamics of antebellum Virginia.
  • E. Calvin Wheeler
    Calvin Wheeler is a fictional character portrayed by actor Lee Thompson Young, best known from his work in film and television.
  • 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.