Triple

T5783161
Position Surface form Disambiguated ID Type / Status
Subject Demi Lovato E128208 entity
Predicate notableWork P4 FINISHED
Object Here We Go Again
"Here We Go Again" is Demi Lovato's second studio album, showcasing her transition from Disney star to more mature pop-rock artist.
E546783 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: Here We Go Again | Statement: [Demi Lovato, notableWork, Here We Go Again]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Here We Go Again
Context triple: [Demi Lovato, notableWork, Here We Go Again]
  • A. Here We Go Again!
    "Here We Go Again!" is a 1959 folk album by the Kingston Trio that showcases their signature harmonies and helped cement their popularity during the American folk revival.
  • B. Here I Go Again
    "Here I Go Again" is a power ballad by the English rock band Whitesnake, best known for its 1987 re-recording that became a major international hit and an iconic anthem of 1980s rock.
  • C. See You Again
    "See You Again" is a melodic, jazz-influenced hip-hop song by Tyler, the Creator featuring Kali Uchis, widely recognized as one of the standout tracks from his album *Flower Boy*.
  • D. See You Again
    "See You Again" is an emotional pop-rap ballad by Wiz Khalifa featuring Charlie Puth, best known as a tribute to Paul Walker on the Furious 7 soundtrack and for becoming a global hit that launched Puth to mainstream fame.
  • E. As We Go
    As We Go is a collection of essays by American writer and editor Charles Dudley Warner, reflecting his observations on everyday life and society in the late 19th century.
  • 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: Here We Go Again
Triple: [Demi Lovato, notableWork, Here We Go Again]
Generated description
"Here We Go Again" is Demi Lovato's second studio album, showcasing her transition from Disney star to more mature pop-rock artist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Here We Go Again
Target entity description: "Here We Go Again" is Demi Lovato's second studio album, showcasing her transition from Disney star to more mature pop-rock artist.
  • A. Here We Go Again!
    "Here We Go Again!" is a 1959 folk album by the Kingston Trio that showcases their signature harmonies and helped cement their popularity during the American folk revival.
  • B. Here I Go Again
    "Here I Go Again" is a power ballad by the English rock band Whitesnake, best known for its 1987 re-recording that became a major international hit and an iconic anthem of 1980s rock.
  • C. See You Again
    "See You Again" is a melodic, jazz-influenced hip-hop song by Tyler, the Creator featuring Kali Uchis, widely recognized as one of the standout tracks from his album *Flower Boy*.
  • D. See You Again
    "See You Again" is an emotional pop-rap ballad by Wiz Khalifa featuring Charlie Puth, best known as a tribute to Paul Walker on the Furious 7 soundtrack and for becoming a global hit that launched Puth to mainstream fame.
  • E. As We Go
    As We Go is a collection of essays by American writer and editor Charles Dudley Warner, reflecting his observations on everyday life and society in the late 19th century.
  • 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.