Triple

T4877264
Position Surface form Disambiguated ID Type / Status
Subject Keyshia Cole E109233 entity
Predicate notableSong P4 FINISHED
Object I Should Have Cheated
"I Should Have Cheated" is an R&B breakup anthem by Keyshia Cole that became one of her signature early hits, known for its raw vocals and confessional lyrics about infidelity and mistrust.
E477561 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 Should Have Cheated | Statement: [Keyshia Cole, notableSong, I Should Have Cheated]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I Should Have Cheated
Context triple: [Keyshia Cole, notableSong, I Should Have Cheated]
  • A. I Should Have Known Better
    "I Should Have Known Better" is an upbeat pop song by the Beatles, written primarily by John Lennon and featured in their 1964 film and album "A Hard Day's Night."
  • B. Cheat on You
    "Cheat on You" is a song by the hip hop group Harlem World, featured on their late-1990s debut album.
  • C. Shoulda Known Better
    "Shoulda Known Better" is a song featured on the album "Unbreakable."
  • D. Before He Cheats
    "Before He Cheats" is a 2006 country-pop revenge anthem by Carrie Underwood that became one of her signature hits and a crossover mainstream success.
  • E. The Man Who Cheated Himself
    The Man Who Cheated Himself is a 1950 film noir crime drama starring Lee J. Cobb and Jane Wyatt, known for its tale of a veteran homicide detective who becomes entangled in a murder cover-up.
  • 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 Should Have Cheated
Triple: [Keyshia Cole, notableSong, I Should Have Cheated]
Generated description
"I Should Have Cheated" is an R&B breakup anthem by Keyshia Cole that became one of her signature early hits, known for its raw vocals and confessional lyrics about infidelity and mistrust.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I Should Have Cheated
Target entity description: "I Should Have Cheated" is an R&B breakup anthem by Keyshia Cole that became one of her signature early hits, known for its raw vocals and confessional lyrics about infidelity and mistrust.
  • A. I Should Have Known Better
    "I Should Have Known Better" is an upbeat pop song by the Beatles, written primarily by John Lennon and featured in their 1964 film and album "A Hard Day's Night."
  • B. Cheat on You
    "Cheat on You" is a song by the hip hop group Harlem World, featured on their late-1990s debut album.
  • C. Shoulda Known Better
    "Shoulda Known Better" is a song featured on the album "Unbreakable."
  • D. Before He Cheats
    "Before He Cheats" is a 2006 country-pop revenge anthem by Carrie Underwood that became one of her signature hits and a crossover mainstream success.
  • E. The Man Who Cheated Himself
    The Man Who Cheated Himself is a 1950 film noir crime drama starring Lee J. Cobb and Jane Wyatt, known for its tale of a veteran homicide detective who becomes entangled in a murder cover-up.
  • 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dbbc734819083b28a022e5690d6 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67fc50cc819083a475a1de914670 completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6c25d3448190b2589959a2f221c8 completed March 21, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_69be6cf6662c8190bc1b94766c5da1e9 completed March 21, 2026, 10:03 a.m.
Created at: March 20, 2026, 1:27 p.m.