Triple

T13069165
Position Surface form Disambiguated ID Type / Status
Subject Beautifully Human: Words and Sounds Vol. 2 E329407 entity
Predicate hasPart P35 FINISHED
Object Talkin' to You (Her)
"Talkin' to You (Her)" is a song by American singer-songwriter Jill Scott from her neo-soul album *Beautifully Human: Words and Sounds Vol. 2*.
 E1020378 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: Talkin' to You (Her) | Statement: [Beautifully Human: Words and Sounds Vol. 2, hasPart, Talkin' to You (Her)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talkin' to You (Her)
Context triple: [Beautifully Human: Words and Sounds Vol. 2, hasPart, Talkin' to You (Her)]
  • A. Talkin' to Me
    "Talkin' to Me" is an R&B song produced by Rich Harrison, best known as a single by American singer Amerie from her debut album.
  • B. Talkin' to Your Heart
    "Talkin' to Your Heart" is a country music album by American singer Jim Reeves, showcasing his smooth vocal style and sentimental ballads.
  • C. I Wanna Talk to You
    "I Wanna Talk to You" is a soul/R&B song by Stevie Wonder from his early 1970s album "Where I'm Coming From."
  • D. She Won't Talk to Me
    "She Won't Talk to Me" is a song by Luther Vandross from his 1988 R&B album "Any Love."
  • E. "Talk About You"
    "Talk About You" is a pop song by British singer-songwriter Mika, known for its upbeat melody and romantic, feel-good lyrics.
  • 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: Talkin' to You (Her)
Triple: [Beautifully Human: Words and Sounds Vol. 2, hasPart, Talkin' to You (Her)]
Generated description
"Talkin' to You (Her)" is a song by American singer-songwriter Jill Scott from her neo-soul album *Beautifully Human: Words and Sounds Vol. 2*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talkin' to You (Her)
Target entity description: "Talkin' to You (Her)" is a song by American singer-songwriter Jill Scott from her neo-soul album *Beautifully Human: Words and Sounds Vol. 2*.
  • A. Talkin' to Me
    "Talkin' to Me" is an R&B song produced by Rich Harrison, best known as a single by American singer Amerie from her debut album.
  • B. Talkin' to Your Heart
    "Talkin' to Your Heart" is a country music album by American singer Jim Reeves, showcasing his smooth vocal style and sentimental ballads.
  • C. I Wanna Talk to You
    "I Wanna Talk to You" is a soul/R&B song by Stevie Wonder from his early 1970s album "Where I'm Coming From."
  • D. She Won't Talk to Me
    "She Won't Talk to Me" is a song by Luther Vandross from his 1988 R&B album "Any Love."
  • E. "Talk About You"
    "Talk About You" is a pop song by British singer-songwriter Mika, known for its upbeat melody and romantic, feel-good lyrics.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980ec8ba48190baf52c7823482680 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60510dc81909e0cba8b63a50d9c completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6dbb4b8848190825102be81ff693a completed May 3, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6dc705f28819087e5d374f83d3acc completed May 3, 2026, 5:26 a.m.
Created at: April 9, 2026, 9 p.m.