Triple

T13941734
Position Surface form Disambiguated ID Type / Status
Subject Arnold Jackson E335271 entity
Predicate catchphrase P42 FINISHED
Object What'chu talkin' 'bout, Willis?
"What'chu talkin' 'bout, Willis?" is the iconic comedic catchphrase frequently uttered by the character Arnold Jackson on the television sitcom Diff'rent Strokes.
 E1070457 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: What'chu talkin' 'bout, Willis? | Statement: [Arnold Jackson, catchphrase, What'chu talkin' 'bout, Willis?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What'chu talkin' 'bout, Willis?
Context triple: [Arnold Jackson, catchphrase, What'chu talkin' 'bout, Willis?]
  • A. Okay Bill
    Okay Bill is a lesser-known film directed by Academy Award–winning filmmaker John G. Avildsen.
  • B. D’You Know What I Mean?
    "D’You Know What I Mean?" is a 1997 Britpop single by Oasis, known for its dense, guitar-heavy production and serving as the lead track from their album "Be Here Now."
  • C. Big Talk
    Big Talk is a rock band fronted by The Killers drummer Ronnie Vannucci Jr., known for its melodic, guitar-driven alternative rock sound.
  • D. Whoa
    "Whoa" is a song released as a single from the work titled "The Naked Truth."
  • E. Whoa
    "Whoa" is a soulful R&B single by Swedish singer Snoh Aalegra, known for its lush production and emotive vocals that helped elevate her international profile.
  • 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: What'chu talkin' 'bout, Willis?
Triple: [Arnold Jackson, catchphrase, What'chu talkin' 'bout, Willis?]
Generated description
"What'chu talkin' 'bout, Willis?" is the iconic comedic catchphrase frequently uttered by the character Arnold Jackson on the television sitcom Diff'rent Strokes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What'chu talkin' 'bout, Willis?
Target entity description: "What'chu talkin' 'bout, Willis?" is the iconic comedic catchphrase frequently uttered by the character Arnold Jackson on the television sitcom Diff'rent Strokes.
  • A. Okay Bill
    Okay Bill is a lesser-known film directed by Academy Award–winning filmmaker John G. Avildsen.
  • B. D’You Know What I Mean?
    "D’You Know What I Mean?" is a 1997 Britpop single by Oasis, known for its dense, guitar-heavy production and serving as the lead track from their album "Be Here Now."
  • C. Big Talk
    Big Talk is a rock band fronted by The Killers drummer Ronnie Vannucci Jr., known for its melodic, guitar-driven alternative rock sound.
  • D. Whoa
    "Whoa" is a song released as a single from the work titled "The Naked Truth."
  • E. Whoa
    "Whoa" is a soulful R&B single by Swedish singer Snoh Aalegra, known for its lush production and emotive vocals that helped elevate her international profile.
  • 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_69d81c6081b88190b53e317c3370c8fe completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf6e29881908ddb8efca9a456a3 completed April 14, 2026, 12:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce8bbd8c819084703298ed6d9c87 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f9fd5d4abc8190aa10d9f1c9f7f9c9 completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69fb14bfa2c081908381bb74f040c6c8 completed May 6, 2026, 10:15 a.m.
Created at: April 9, 2026, 10:17 p.m.