Triple

T22125695
Position Surface form Disambiguated ID Type / Status
Subject Demi E546784 entity
Predicate hasTrack P3284 FINISHED
Object Shouldn’t Come Back
"Shouldn’t Come Back" is a pop ballad by Demi Lovato that reflects on a toxic relationship and the resolve not to return to it.
 E1520235 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: Shouldn’t Come Back | Statement: [Demi, hasTrack, Shouldn’t Come Back]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shouldn’t Come Back
Context triple: [Demi, hasTrack, Shouldn’t Come Back]
  • A. Won’t Come Back
    "Won’t Come Back" is a song featured on the 2002 pop album *Still Standing* by German singer Sarah Connor.
  • B. If You Come Back
    "If You Come Back" is a soulful pop ballad by the British boy band Blue, released as one of their early hit singles in the early 2000s.
  • C. Sometimes They Come Back
    Sometimes They Come Back is a horror short story by Stephen King about a man haunted by the murderous delinquents who killed his brother and mysteriously return from the dead.
  • D. Keep Coming Back
    "Keep Coming Back" is a song by American rock band Toad the Wet Sprocket from their 1991 album "Fear."
  • E. Keep Coming Back
    "Keep Coming Back" is a 1991 soft rock ballad by American singer-songwriter Richard Marx, known for its soulful style and prominent saxophone accompaniment.
  • 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: Shouldn’t Come Back
Triple: [Demi, hasTrack, Shouldn’t Come Back]
Generated description
"Shouldn’t Come Back" is a pop ballad by Demi Lovato that reflects on a toxic relationship and the resolve not to return to it.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shouldn’t Come Back
Target entity description: "Shouldn’t Come Back" is a pop ballad by Demi Lovato that reflects on a toxic relationship and the resolve not to return to it.
  • A. Won’t Come Back
    "Won’t Come Back" is a song featured on the 2002 pop album *Still Standing* by German singer Sarah Connor.
  • B. If You Come Back
    "If You Come Back" is a soulful pop ballad by the British boy band Blue, released as one of their early hit singles in the early 2000s.
  • C. Sometimes They Come Back
    Sometimes They Come Back is a horror short story by Stephen King about a man haunted by the murderous delinquents who killed his brother and mysteriously return from the dead.
  • D. Keep Coming Back
    "Keep Coming Back" is a song by American rock band Toad the Wet Sprocket from their 1991 album "Fear."
  • E. Keep Coming Back
    "Keep Coming Back" is a 1991 soft rock ballad by American singer-songwriter Richard Marx, known for its soulful style and prominent saxophone accompaniment.
  • 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_69e11e39bf348190b541bfa16a7b71e0 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12980e2488190b58b541c8bee8480 completed April 28, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f237c948190968d737cbfec7cc3 completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a92181a388190bdd14cafee3b1ccd completed May 18, 2026, 4:14 a.m.
NED2 Entity disambiguation (via description) batch_6a0a9302dc80819091422fadcacfe2ad completed May 18, 2026, 4:18 a.m.
Created at: April 16, 2026, 8:31 p.m.