Triple

T22190322
Position Surface form Disambiguated ID Type / Status
Subject Woodcrest E548404 entity
Predicate associatedWithCharacter P1481 FINISHED
Object Ed Wuncler
Ed Wuncler is a wealthy, manipulative businessman and recurring antagonist in the animated series "The Boondocks," known for his exploitative control over the fictional suburb of Woodcrest.
 E1524674 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: Ed Wuncler | Statement: [Woodcrest, associatedWithCharacter, Ed Wuncler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ed Wuncler
Context triple: [Woodcrest, associatedWithCharacter, Ed Wuncler]
  • A. Kurt Weller
    Kurt Weller is a central FBI agent character from the television series "Blindspot," known for leading investigations into a mysterious, tattoo-covered woman with whom he shares a hidden past.
  • B. Ben Fankhauser
    Ben Fankhauser is an American stage actor and singer best known for originating the role of Davey in the Broadway production of the musical "Newsies."
  • C. Cliff Unger
    Cliff Unger is a central character in the video game "Death Stranding," portrayed as a tragic former soldier whose emotional connection to his child drives much of the game's narrative.
  • D. Charlie Schlatter
    Charlie Schlatter is an American actor and voice actor known for his energetic performances in television, film, and animation, including prominent roles in series like "Diagnosis: Murder" and various animated shows.
  • E. Robert Schmertz
    Robert Schmertz was an American real estate developer and sports entrepreneur best known for owning multiple professional teams in leagues such as the World Football League and the NBA.
  • 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: Ed Wuncler
Triple: [Woodcrest, associatedWithCharacter, Ed Wuncler]
Generated description
Ed Wuncler is a wealthy, manipulative businessman and recurring antagonist in the animated series "The Boondocks," known for his exploitative control over the fictional suburb of Woodcrest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ed Wuncler
Target entity description: Ed Wuncler is a wealthy, manipulative businessman and recurring antagonist in the animated series "The Boondocks," known for his exploitative control over the fictional suburb of Woodcrest.
  • A. Kurt Weller
    Kurt Weller is a central FBI agent character from the television series "Blindspot," known for leading investigations into a mysterious, tattoo-covered woman with whom he shares a hidden past.
  • B. Ben Fankhauser
    Ben Fankhauser is an American stage actor and singer best known for originating the role of Davey in the Broadway production of the musical "Newsies."
  • C. Cliff Unger
    Cliff Unger is a central character in the video game "Death Stranding," portrayed as a tragic former soldier whose emotional connection to his child drives much of the game's narrative.
  • D. Charlie Schlatter
    Charlie Schlatter is an American actor and voice actor known for his energetic performances in television, film, and animation, including prominent roles in series like "Diagnosis: Murder" and various animated shows.
  • E. Robert Schmertz
    Robert Schmertz was an American real estate developer and sports entrepreneur best known for owning multiple professional teams in leagues such as the World Football League and the NBA.
  • 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12aac07d88190848c940863c0a0c7 completed April 28, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aa60c29608190afef2bcae36e4c12 completed May 18, 2026, 5:39 a.m.
NEDg Description generation batch_6a0aa73b63008190955cdfc17063c405 completed May 18, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa7ab0d108190a907cba7075bddd8 completed May 18, 2026, 5:46 a.m.
Created at: April 16, 2026, 8:35 p.m.