Triple

T23214676
Position Surface form Disambiguated ID Type / Status
Subject The Bop Won't Stop E580701 entity
Predicate hasTrack P3284 FINISHED
Object Why Do You Treat Me This Way?
"Why Do You Treat Me This Way?" is a song featured on Shakin' Stevens' 1983 rock and roll album "The Bop Won't Stop."
 E1575112 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: Why Do You Treat Me This Way? | Statement: [The Bop Won't Stop, hasTrack, Why Do You Treat Me This Way?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Why Do You Treat Me This Way?
Context triple: [The Bop Won't Stop, hasTrack, Why Do You Treat Me This Way?]
  • A. Treat Me Right
    "Treat Me Right" is a song featured on the album "Unbreakable."
  • B. Treat Me Right
    "Treat Me Right" is a rock song by Pat Benatar featured on her 1980 breakthrough album *Crimes of Passion*.
  • C. Any Way You Want Me
    "Any Way You Want Me" is a 1956 ballad recorded by Elvis Presley, known as a tender, slow-tempo love song from his early rock and roll era.
  • D. Why Do You Do Me
    "Why Do You Do Me" is a song recorded by James Brown and the Famous Flames, released as the B-side to his 1956 single "Please, Please, Please."
  • E. How Do You Want Me?
    How Do You Want Me? is a British television sitcom about a couple adjusting to life in a hostile rural village, noted for its dark humor and offbeat tone.
  • 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: Why Do You Treat Me This Way?
Triple: [The Bop Won't Stop, hasTrack, Why Do You Treat Me This Way?]
Generated description
"Why Do You Treat Me This Way?" is a song featured on Shakin' Stevens' 1983 rock and roll album "The Bop Won't Stop."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Why Do You Treat Me This Way?
Target entity description: "Why Do You Treat Me This Way?" is a song featured on Shakin' Stevens' 1983 rock and roll album "The Bop Won't Stop."
  • A. Why (Am I Treated So Bad)
    "Why (Am I Treated So Bad)" is a soulful protest song, best known through its powerful gospel-infused renditions that reflect themes of injustice and emotional struggle.
  • B. Treat Me Right
    "Treat Me Right" is a song featured on the album "Unbreakable."
  • C. Treat Me Right
    "Treat Me Right" is a rock song by Pat Benatar featured on her 1980 breakthrough album *Crimes of Passion*.
  • D. Any Way You Want Me
    "Any Way You Want Me" is a 1956 ballad recorded by Elvis Presley, known as a tender, slow-tempo love song from his early rock and roll era.
  • E. Why Do You Do Me
    "Why Do You Do Me" is a song recorded by James Brown and the Famous Flames, released as the B-side to his 1956 single "Please, Please, Please."
  • 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f19163b9b88190a68fa6d08d37bdb7 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30c8a2548190a6f40a9e5c19123d completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c36b18b6081909e911a637a0cb38e completed May 19, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3782bd708190bc2b0f117b9ebe42 completed May 19, 2026, 10:12 a.m.
Created at: April 17, 2026, 4:08 p.m.