Triple

T21877518
Position Surface form Disambiguated ID Type / Status
Subject Hard Attack E540186 entity
Predicate hasTrack P3284 FINISHED
Object I Been Thinkin'
"I Been Thinkin'" is a song featured on the album "Hard Attack" by the American hard rock band Dust.
 E1505929 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: I Been Thinkin' | Statement: [Hard Attack, hasTrack, I Been Thinkin']
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Been Thinkin'
Context triple: [Hard Attack, hasTrack, I Been Thinkin']
  • A. I've Been Thinkin'
    "I've Been Thinkin'" is a song by Jennifer Lopez from her 2002 studio album "This Is Me... Then."
  • B. I Be Thinkin’
    "I Be Thinkin’" is a comedy album by American stand-up comedian George Wallace, showcasing his observational humor and distinctive delivery.
  • C. All I'm Thinkin' About
    "All I'm Thinkin' About" is a song by Bruce Springsteen featured on his 2005 album "Devils & Dust," noted for its intimate, acoustic-driven style and reflective lyrics.
  • D. Whatchu Thinkin'
    "Whatchu Thinkin'" is a song by the Red Hot Chili Peppers from their 2022 studio album "Unlimited Love."
  • E. All Day Thinkin'
    "All Day Thinkin'" is a song featured on the album "The Day."
  • 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: I Been Thinkin'
Triple: [Hard Attack, hasTrack, I Been Thinkin']
Generated description
"I Been Thinkin'" is a song featured on the album "Hard Attack" by the American hard rock band Dust.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Been Thinkin'
Target entity description: "I Been Thinkin'" is a song featured on the album "Hard Attack" by the American hard rock band Dust.
  • A. I've Been Thinkin'
    "I've Been Thinkin'" is a song by Jennifer Lopez from her 2002 studio album "This Is Me... Then."
  • B. I Be Thinkin’
    "I Be Thinkin’" is a comedy album by American stand-up comedian George Wallace, showcasing his observational humor and distinctive delivery.
  • C. All I'm Thinkin' About
    "All I'm Thinkin' About" is a song by Bruce Springsteen featured on his 2005 album "Devils & Dust," noted for its intimate, acoustic-driven style and reflective lyrics.
  • D. Whatchu Thinkin'
    "Whatchu Thinkin'" is a song by the Red Hot Chili Peppers from their 2022 studio album "Unlimited Love."
  • E. All Day Thinkin'
    "All Day Thinkin'" is a song featured on the album "The Day."
  • 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_69e0c479a98081908ce333853fdd4348 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f0f33c012c819096d0f7b2ffdc7a2f completed April 28, 2026, 5:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a52a21e8c81909768bd08ef720b84 completed May 17, 2026, 11:43 p.m.
NEDg Description generation batch_6a0a5393ea6481909b81d825b8b6da41 completed May 17, 2026, 11:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0a540c9f208190a6d498eb3ceb53c4 completed May 17, 2026, 11:49 p.m.
Created at: April 16, 2026, 7:02 p.m.