Triple

T14950730
Position Surface form Disambiguated ID Type / Status
Subject Chloe Lattanzi E372784 entity
Predicate notableWork P4 FINISHED
Object “You Have to Believe”
“You Have to Believe” is a dance-pop single by Chloe Lattanzi, created as a modern reimagining of her mother Olivia Newton-John’s classic hit “Magic.”
 E1128542 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: “You Have to Believe” | Statement: [Chloe Lattanzi, notableWork, “You Have to Believe”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “You Have to Believe”
Context triple: [Chloe Lattanzi, notableWork, “You Have to Believe”]
  • A. "Do You Believe in Us"
    "Do You Believe in Us" is a 1992 pop ballad by Cuban-American singer Jon Secada that became one of his signature hits.
  • B. "Believe That"
    "Believe That" is a track from Lil Wayne’s 2002 studio album *500 Degreez*, showcasing his early-2000s Southern hip hop style.
  • C. To Believe
    "To Believe" is a 2019 studio album by The Cinematic Orchestra that blends jazz, electronic, and orchestral elements into a reflective, cinematic soundscape.
  • D. Something to Believe In
    "Something to Believe In" is a song by the American punk rock band Ramones, featured on their 1986 album Animal Boy.
  • E. Something to Believe In
    "Something to Believe In" is a romantic duet from the stage musical Newsies that expresses the characters’ newfound hope and emotional connection.
  • 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: “You Have to Believe”
Triple: [Chloe Lattanzi, notableWork, “You Have to Believe”]
Generated description
“You Have to Believe” is a dance-pop single by Chloe Lattanzi, created as a modern reimagining of her mother Olivia Newton-John’s classic hit “Magic.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “You Have to Believe”
Target entity description: “You Have to Believe” is a dance-pop single by Chloe Lattanzi, created as a modern reimagining of her mother Olivia Newton-John’s classic hit “Magic.”
  • A. "Do You Believe in Us"
    "Do You Believe in Us" is a 1992 pop ballad by Cuban-American singer Jon Secada that became one of his signature hits.
  • B. "Believe That"
    "Believe That" is a track from Lil Wayne’s 2002 studio album *500 Degreez*, showcasing his early-2000s Southern hip hop style.
  • C. To Believe
    "To Believe" is a 2019 studio album by The Cinematic Orchestra that blends jazz, electronic, and orchestral elements into a reflective, cinematic soundscape.
  • D. Something to Believe In
    "Something to Believe In" is a song by the American punk rock band Ramones, featured on their 1986 album Animal Boy.
  • E. Something to Believe In
    "Something to Believe In" is a romantic duet from the stage musical Newsies that expresses the characters’ newfound hope and emotional connection.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded68fae3c81909873b113bfcaca05 completed April 15, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e986dfc8190a5cf363dabe6bdef completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe82845b788190b1d7af425aa354d4 completed May 9, 2026, 12:40 a.m.
NED2 Entity disambiguation (via description) batch_69fe832a4228819085ebb93e9fed00be completed May 9, 2026, 12:43 a.m.
Created at: April 10, 2026, 2:39 a.m.