Triple

T5783154
Position Surface form Disambiguated ID Type / Status
Subject Demi Lovato E128208 entity
Predicate notableWork P4 FINISHED
Object Stone Cold
"Stone Cold" is a powerful emotional ballad by Demi Lovato that showcases her vocal range and vulnerability as she sings about heartbreak and unrequited love.
 E546778 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: Stone Cold | Statement: [Demi Lovato, notableWork, Stone Cold]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stone Cold
Context triple: [Demi Lovato, notableWork, Stone Cold]
  • A. Stone Cold
    Stone Cold is a 1991 action film starring Brian Bosworth as an undercover cop infiltrating a violent biker gang.
  • B. Midnight Express
    Midnight Express is a 1978 prison drama film about an American student jailed in Turkey for drug smuggling, noted for its intense performances and controversial portrayal of the Turkish justice system.
  • C. No Mercy
    No Mercy is the sixth studio album by American rapper T.I., featuring a blend of Southern hip hop and introspective lyricism released during a turbulent period in his career.
  • D. Bound for Glory
    Bound for Glory is a 1976 biographical drama film about folk singer Woody Guthrie, renowned for its innovative cinematography and depiction of the Dust Bowl era.
  • E. Bound for Glory
    Bound for Glory is Woody Guthrie’s semi-autobiographical memoir that chronicles his hardscrabble youth, travels, and development into an influential American folk singer and social activist.
  • 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: Stone Cold
Triple: [Demi Lovato, notableWork, Stone Cold]
Generated description
"Stone Cold" is a powerful emotional ballad by Demi Lovato that showcases her vocal range and vulnerability as she sings about heartbreak and unrequited love.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stone Cold
Target entity description: "Stone Cold" is a powerful emotional ballad by Demi Lovato that showcases her vocal range and vulnerability as she sings about heartbreak and unrequited love.
  • A. Stone Cold
    Stone Cold is a 1991 action film starring Brian Bosworth as an undercover cop infiltrating a violent biker gang.
  • B. Midnight Express
    Midnight Express is a 1978 prison drama film about an American student jailed in Turkey for drug smuggling, noted for its intense performances and controversial portrayal of the Turkish justice system.
  • C. No Mercy
    No Mercy is the sixth studio album by American rapper T.I., featuring a blend of Southern hip hop and introspective lyricism released during a turbulent period in his career.
  • D. Bound for Glory
    Bound for Glory is a 1976 biographical drama film about folk singer Woody Guthrie, renowned for its innovative cinematography and depiction of the Dust Bowl era.
  • E. Bound for Glory
    Bound for Glory is Woody Guthrie’s semi-autobiographical memoir that chronicles his hardscrabble youth, travels, and development into an influential American folk singer and social activist.
  • 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_69c0084450048190bc647b649a05136b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02a184870819084251554eae1e33c completed March 22, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c098112a1c8190a8aacb208c544959 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c098f32f7081908d9306afc30147a1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0996fb9148190ae8c09f4816d00b8 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:50 p.m.