Triple

T5783160
Position Surface form Disambiguated ID Type / Status
Subject Demi Lovato E128208 entity
Predicate notableWork P4 FINISHED
Object Don’t Forget
"Don’t Forget" is the 2008 pop-rock debut studio album by American singer Demi Lovato, featuring emotionally charged songs that helped launch her music career beyond her Disney Channel fame.
E546782 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: Don’t Forget | Statement: [Demi Lovato, notableWork, Don’t Forget]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Don’t Forget
Context triple: [Demi Lovato, notableWork, Don’t Forget]
  • A. I Can't Forget
    "I Can't Forget" is a song by Leonard Cohen from his 1988 album "I'm Your Man," known for its wry, reflective lyrics and characteristic dark humor.
  • B. Never Forget You
    "Never Forget You" is a popular song best known as a 2015 dance-pop collaboration between British singer MNEK and Swedish singer Zara Larsson about enduring love and memory.
  • C. Don’t Forget ‘Em
    Don’t Forget ‘Em is a notable work by the artist Consequence, recognized within his discography for its reflective, lyrically driven hip-hop style.
  • D. Don’t Forget About Us
    "Don’t Forget About Us" is a mid-2000s R&B ballad by Mariah Carey that became a hit single and fan favorite for its emotive vocals and nostalgic theme.
  • E. Hard to Forget
    "Hard to Forget" is a 2020 country song by Sam Hunt that blends modern production with a prominent sample of Webb Pierce’s 1953 hit "There Stands the Glass."
  • 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: Don’t Forget
Triple: [Demi Lovato, notableWork, Don’t Forget]
Generated description
"Don’t Forget" is the 2008 pop-rock debut studio album by American singer Demi Lovato, featuring emotionally charged songs that helped launch her music career beyond her Disney Channel fame.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Don’t Forget
Target entity description: "Don’t Forget" is the 2008 pop-rock debut studio album by American singer Demi Lovato, featuring emotionally charged songs that helped launch her music career beyond her Disney Channel fame.
  • A. I Can't Forget
    "I Can't Forget" is a song by Leonard Cohen from his 1988 album "I'm Your Man," known for its wry, reflective lyrics and characteristic dark humor.
  • B. Never Forget You
    "Never Forget You" is a popular song best known as a 2015 dance-pop collaboration between British singer MNEK and Swedish singer Zara Larsson about enduring love and memory.
  • C. Don’t Forget ‘Em
    Don’t Forget ‘Em is a notable work by the artist Consequence, recognized within his discography for its reflective, lyrically driven hip-hop style.
  • D. Don’t Forget About Us
    "Don’t Forget About Us" is a mid-2000s R&B ballad by Mariah Carey that became a hit single and fan favorite for its emotive vocals and nostalgic theme.
  • E. Hard to Forget
    "Hard to Forget" is a 2020 country song by Sam Hunt that blends modern production with a prominent sample of Webb Pierce’s 1953 hit "There Stands the Glass."
  • 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.