Triple

T5269803
Position Surface form Disambiguated ID Type / Status
Subject Butch Walker E119228 entity
Predicate notableWork P4 FINISHED
Object I Liked It Better When You Had No Heart
"I Liked It Better When You Had No Heart" is a studio album by American singer-songwriter and producer Butch Walker, showcasing his hook-driven rock sound and introspective songwriting.
 E507571 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 Liked It Better When You Had No Heart | Statement: [Butch Walker, notableWork, I Liked It Better When You Had No Heart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Liked It Better When You Had No Heart
Context triple: [Butch Walker, notableWork, I Liked It Better When You Had No Heart]
  • A. Poison Heart
    "Poison Heart" is a punk rock song by Dee Dee Ramone, best known through its recording by the Ramones and noted for its darker, more introspective lyrics.
  • B. Where My Heart Used to Beat
    "Where My Heart Used to Beat" is a reflective novel by Sebastian Faulks that intertwines themes of war, memory, and lost love through the life story of a troubled psychiatrist.
  • C. Forgetful Heart
    "Forgetful Heart" is a somber, introspective song by Bob Dylan, featured on his 2009 album *Together Through Life*.
  • D. Take This Heart
    "Take This Heart" is a pop-rock song by Richard Marx, best known as a single from his 1991 album "Rush Street."
  • E. Enough of No Love
    "Enough of No Love" is an R&B breakup song by Keyshia Cole featuring Lil Wayne, known for its emotional vocals and themes of heartbreak and empowerment.
  • 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 Liked It Better When You Had No Heart
Triple: [Butch Walker, notableWork, I Liked It Better When You Had No Heart]
Generated description
"I Liked It Better When You Had No Heart" is a studio album by American singer-songwriter and producer Butch Walker, showcasing his hook-driven rock sound and introspective songwriting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Liked It Better When You Had No Heart
Target entity description: "I Liked It Better When You Had No Heart" is a studio album by American singer-songwriter and producer Butch Walker, showcasing his hook-driven rock sound and introspective songwriting.
  • A. Poison Heart
    "Poison Heart" is a punk rock song by Dee Dee Ramone, best known through its recording by the Ramones and noted for its darker, more introspective lyrics.
  • B. Where My Heart Used to Beat
    "Where My Heart Used to Beat" is a reflective novel by Sebastian Faulks that intertwines themes of war, memory, and lost love through the life story of a troubled psychiatrist.
  • C. Forgetful Heart
    "Forgetful Heart" is a somber, introspective song by Bob Dylan, featured on his 2009 album *Together Through Life*.
  • D. Take This Heart
    "Take This Heart" is a pop-rock song by Richard Marx, best known as a single from his 1991 album "Rush Street."
  • E. Enough of No Love
    "Enough of No Love" is an R&B breakup song by Keyshia Cole featuring Lil Wayne, known for its emotional vocals and themes of heartbreak and empowerment.
  • 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_69bd446c38e081908cdaf113bdf86790 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7bff37cc819095423cf914086c1b completed March 20, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe9542488190b715bc4bd800cb02 completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff3029dc8190b4dc5e207a2bfa03 completed March 21, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69befffc0e388190a02624d4f466a2a9 completed March 21, 2026, 8:30 p.m.
Created at: March 20, 2026, 1:51 p.m.