Triple

T5783162
Position Surface form Disambiguated ID Type / Status
Subject Demi Lovato E128208 entity
Predicate notableWork P4 FINISHED
Object Unbroken
Unbroken is Demi Lovato’s third studio album, known for its blend of pop, R&B, and dance influences and for marking a more mature, resilient phase in her music career.
 E549440 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: Unbroken | Statement: [Demi Lovato, notableWork, Unbroken]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Unbroken
Context triple: [Demi Lovato, notableWork, Unbroken]
  • A. Unbroken
    Unbroken is a 2014 biographical war drama film that chronicles the harrowing World War II experiences of American Olympian and airman Louis Zamperini.
  • B. Unbroken
    Unbroken is an album titled "Skyscraper," likely featuring music that reflects themes of resilience or emotional intensity.
  • C. The Soloist
    The Soloist is a 2009 drama film about a Los Angeles journalist who befriends a homeless, mentally ill musician, exploring themes of friendship, mental health, and the transformative power of music.
  • D. Invictus
    Invictus is a 2009 sports drama film directed by Clint Eastwood that tells the story of Nelson Mandela’s use of the South African rugby team to help unite the country after the end of apartheid.
  • E. Unbreakable
    Unbreakable is a 2015 studio album by American singer Janet Jackson that marked her return to music after a lengthy hiatus and explores themes of resilience, love, and social issues.
  • 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: Unbroken
Triple: [Demi Lovato, notableWork, Unbroken]
Generated description
Unbroken is Demi Lovato’s third studio album, known for its blend of pop, R&B, and dance influences and for marking a more mature, resilient phase in her music career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Unbroken
Target entity description: Unbroken is Demi Lovato’s third studio album, known for its blend of pop, R&B, and dance influences and for marking a more mature, resilient phase in her music career.
  • A. Unbroken
    Unbroken is a 2014 biographical war drama film that chronicles the harrowing World War II experiences of American Olympian and airman Louis Zamperini.
  • B. Unbroken
    Unbroken is an album titled "Skyscraper," likely featuring music that reflects themes of resilience or emotional intensity.
  • C. The Soloist
    The Soloist is a 2009 drama film about a Los Angeles journalist who befriends a homeless, mentally ill musician, exploring themes of friendship, mental health, and the transformative power of music.
  • D. Invictus
    Invictus is a 2009 sports drama film directed by Clint Eastwood that tells the story of Nelson Mandela’s use of the South African rugby team to help unite the country after the end of apartheid.
  • E. Unbreakable
    Unbreakable is a 2015 studio album by American singer Janet Jackson that marked her return to music after a lengthy hiatus and explores themes of resilience, love, and social issues.
  • 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_69c0a17276648190b1fedfcc69d46b59 completed March 23, 2026, 2:12 a.m.
NEDg Description generation batch_69c0a1fc8d888190baf5547a43b87bb6 completed March 23, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0a260a0e48190a72805ba2c925c20 completed March 23, 2026, 2:16 a.m.
Created at: March 22, 2026, 3:50 p.m.