Triple

T17067842
Position Surface form Disambiguated ID Type / Status
Subject Workaholics E414133 entity
Predicate mainCharacter P1183 FINISHED
Object Adam DeMamp
Adam DeMamp is a loud, immature, and wildly overconfident slacker who serves as one of the three central roommates and coworkers in the comedy series "Workaholics."
E1248097 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: Adam DeMamp | Statement: [Workaholics, mainCharacter, Adam DeMamp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adam DeMamp
Context triple: [Workaholics, mainCharacter, Adam DeMamp]
  • A. Adam Davenport
    Adam Davenport is a bionic teenager with super strength and limited intelligence from the Disney XD series "Lab Rats."
  • B. Adam Senn
    Adam Senn is an American model and actor best known for his role as professional basketball player Zero on the VH1 drama series "Hit the Floor."
  • C. Adam DiMarco
    Adam DiMarco is a Canadian actor known for his roles in film and television, including the Disney Channel movie "Zapped" and the HBO series "The White Lotus."
  • D. Aaron Burckhard
    Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
  • E. Matthew Anden
    Matthew Anden was a German-born American actor known for his work in film and theater, including a role in the psychological drama "David and Lisa."
  • 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: Adam DeMamp
Triple: [Workaholics, mainCharacter, Adam DeMamp]
Generated description
Adam DeMamp is a loud, immature, and wildly overconfident slacker who serves as one of the three central roommates and coworkers in the comedy series "Workaholics."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adam DeMamp
Target entity description: Adam DeMamp is a loud, immature, and wildly overconfident slacker who serves as one of the three central roommates and coworkers in the comedy series "Workaholics."
  • A. Adam Davenport
    Adam Davenport is a bionic teenager with super strength and limited intelligence from the Disney XD series "Lab Rats."
  • B. Adam Senn
    Adam Senn is an American model and actor best known for his role as professional basketball player Zero on the VH1 drama series "Hit the Floor."
  • C. Adam DiMarco
    Adam DiMarco is a Canadian actor known for his roles in film and television, including the Disney Channel movie "Zapped" and the HBO series "The White Lotus."
  • D. Aaron Burckhard
    Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
  • E. Matthew Anden
    Matthew Anden was a German-born American actor known for his work in film and theater, including a role in the psychological drama "David and Lisa."
  • 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_69d886cde3d481908d4d01ba88ba7eb7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbbddd708190a6192466b7dfd606 completed April 18, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0123509e1481908cfc304b02fe8632 completed May 11, 2026, 12:31 a.m.
NEDg Description generation batch_6a012533f9a8819096ab9b821c848dd2 completed May 11, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0125dead2481908a5c26bda5a7cd1f completed May 11, 2026, 12:42 a.m.
Created at: April 10, 2026, 5:34 a.m.