Triple

T4386398
Position Surface form Disambiguated ID Type / Status
Subject Fantasia Barrino E99252 entity
Predicate notableWork P4 FINISHED
Object Back to Me
"Back to Me" is the third studio album by American singer Fantasia Barrino, showcasing her soulful R&B style and marking a successful return to the music spotlight.
 E436594 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: Back to Me | Statement: [Fantasia Barrino, notableWork, Back to Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Back to Me
Context triple: [Fantasia Barrino, notableWork, Back to Me]
  • A. Come Back to Me
    "Come Back to Me" is a soulful pop ballad by Janet Jackson from her landmark 1989 album *Rhythm Nation 1814*, known for its lush production and emotional vocals.
  • B. Back to You
    "Back to You" is an American sitcom that aired in the late 2000s, starring Kelsey Grammer and Patricia Heaton as reunited local news anchors.
  • C. Return to Me
    Return to Me is a 2000 romantic comedy-drama film about love, loss, and second chances, starring David Duchovny and Minnie Driver.
  • D. Never Go Back
    Never Go Back is a thriller novel by Lee Child featuring ex-military drifter Jack Reacher as he returns to his old army unit and uncovers a dangerous conspiracy.
  • E. Back to Love
    "Back to Love" is a song featured on John Legend's album "All of Me."
  • 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: Back to Me
Triple: [Fantasia Barrino, notableWork, Back to Me]
Generated description
"Back to Me" is the third studio album by American singer Fantasia Barrino, showcasing her soulful R&B style and marking a successful return to the music spotlight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Back to Me
Target entity description: "Back to Me" is the third studio album by American singer Fantasia Barrino, showcasing her soulful R&B style and marking a successful return to the music spotlight.
  • A. Come Back to Me
    "Come Back to Me" is a soulful pop ballad by Janet Jackson from her landmark 1989 album *Rhythm Nation 1814*, known for its lush production and emotional vocals.
  • B. Back to You
    "Back to You" is an American sitcom that aired in the late 2000s, starring Kelsey Grammer and Patricia Heaton as reunited local news anchors.
  • C. Return to Me
    Return to Me is a 2000 romantic comedy-drama film about love, loss, and second chances, starring David Duchovny and Minnie Driver.
  • D. Never Go Back
    Never Go Back is a thriller novel by Lee Child featuring ex-military drifter Jack Reacher as he returns to his old army unit and uncovers a dangerous conspiracy.
  • E. Back to Love
    "Back to Love" is a song featured on John Legend's album "All of Me."
  • 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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352669f608190b3aa7030d8073e04 completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e526e35c8190838c59e402da3c89 completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5eeaf35348190a1611f5b04baed1f completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef5c7e0c819080b0e8914dcd6568 completed March 14, 2026, 11:29 p.m.
Created at: March 12, 2026, 11:19 p.m.