Triple

T20209635
Position Surface form Disambiguated ID Type / Status
Subject Unlimited Love E493454 entity
Predicate hasPart P35 FINISHED
Object Whatchu Thinkin'
"Whatchu Thinkin'" is a song by the Red Hot Chili Peppers from their 2022 studio album "Unlimited Love."
 E1417500 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: Whatchu Thinkin' | Statement: [Unlimited Love, hasPart, Whatchu Thinkin']
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whatchu Thinkin'
Context triple: [Unlimited Love, hasPart, Whatchu Thinkin']
  • A. I Be Thinkin’
    "I Be Thinkin’" is a comedy album by American stand-up comedian George Wallace, showcasing his observational humor and distinctive delivery.
  • B. All Day Thinkin'
    "All Day Thinkin'" is a song featured on the album "The Day."
  • C. I've Been Thinkin'
    "I've Been Thinkin'" is a song by Jennifer Lopez from her 2002 studio album "This Is Me... Then."
  • D. You Might Think
    "You Might Think" is a 1984 new wave rock song by The Cars, best known for its innovative, early computer-animated music video.
  • E. Just a Thought
    "Just a Thought" is a moody, introspective track by Gnarls Barkley that blends soulful vocals with experimental production to explore themes of anxiety and existential reflection.
  • 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: Whatchu Thinkin'
Triple: [Unlimited Love, hasPart, Whatchu Thinkin']
Generated description
"Whatchu Thinkin'" is a song by the Red Hot Chili Peppers from their 2022 studio album "Unlimited Love."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whatchu Thinkin'
Target entity description: "Whatchu Thinkin'" is a song by the Red Hot Chili Peppers from their 2022 studio album "Unlimited Love."
  • A. I Be Thinkin’
    "I Be Thinkin’" is a comedy album by American stand-up comedian George Wallace, showcasing his observational humor and distinctive delivery.
  • B. All Day Thinkin'
    "All Day Thinkin'" is a song featured on the album "The Day."
  • C. I've Been Thinkin'
    "I've Been Thinkin'" is a song by Jennifer Lopez from her 2002 studio album "This Is Me... Then."
  • D. You Might Think
    "You Might Think" is a 1984 new wave rock song by The Cars, best known for its innovative, early computer-animated music video.
  • E. Just a Thought
    "Just a Thought" is a moody, introspective track by Gnarls Barkley that blends soulful vocals with experimental production to explore themes of anxiety and existential reflection.
  • 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_69da6269614c8190bb40475d9d477358 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66ed4706c81908a5e4a3023a9c22f completed April 20, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0843f09dc08190a9a6abc8075e1865 completed May 16, 2026, 10:16 a.m.
NEDg Description generation batch_6a0844e1d3048190a7fc63b16a5978e8 completed May 16, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_6a0845ae60208190a0c4a2f5eeecc346 completed May 16, 2026, 10:23 a.m.
Created at: April 11, 2026, 11:38 p.m.