Triple

T18505931
Position Surface form Disambiguated ID Type / Status
Subject Melissa Manchester E452196 entity
Predicate notableWork P4 FINISHED
Object You Should Hear How She Talks About You
"You Should Hear How She Talks About You" is a 1982 Grammy-winning pop song by Melissa Manchester that became one of her biggest commercial hits.
 E1327962 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 Should Hear How She Talks About You | Statement: [Melissa Manchester, notableWork, You Should Hear How She Talks About You]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: You Should Hear How She Talks About You
Context triple: [Melissa Manchester, notableWork, You Should Hear How She Talks About You]
  • A. She's No You
    "She's No You" is a pop song by American singer Jesse McCartney, released in 2005 as one of the singles from his debut studio album "Beautiful Soul."
  • B. To Talk to You
    "To Talk to You" is a haunting, piano-led song by English singer-songwriter PJ Harvey from her 2007 album *White Chalk*.
  • C. 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*.
  • D. Tell Her You Love Her
    "Tell Her You Love Her" is a work of fiction by British writer Bridget O’Connor, known for her sharp, darkly comic storytelling.
  • E. Tell Her About It
    "Tell Her About It" is a 1983 Motown-influenced pop song by Billy Joel that became a number-one hit on the Billboard Hot 100.
  • 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 Should Hear How She Talks About You
Triple: [Melissa Manchester, notableWork, You Should Hear How She Talks About You]
Generated description
"You Should Hear How She Talks About You" is a 1982 Grammy-winning pop song by Melissa Manchester that became one of her biggest commercial hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: You Should Hear How She Talks About You
Target entity description: "You Should Hear How She Talks About You" is a 1982 Grammy-winning pop song by Melissa Manchester that became one of her biggest commercial hits.
  • A. She's No You
    "She's No You" is a pop song by American singer Jesse McCartney, released in 2005 as one of the singles from his debut studio album "Beautiful Soul."
  • B. To Talk to You
    "To Talk to You" is a haunting, piano-led song by English singer-songwriter PJ Harvey from her 2007 album *White Chalk*.
  • C. 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*.
  • D. Tell Her You Love Her
    "Tell Her You Love Her" is a work of fiction by British writer Bridget O’Connor, known for her sharp, darkly comic storytelling.
  • E. Tell Her About It
    "Tell Her About It" is a 1983 Motown-influenced pop song by Billy Joel that became a number-one hit on the Billboard Hot 100.
  • 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53341b6c48190b7da42f5df923e81 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0471456b348190a6bf62f1614f3d07 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a0472fee3a88190aa0cb5a8ff0af66a completed May 13, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0473fa3c5c8190aad12a5d952a796a completed May 13, 2026, 12:52 p.m.
Created at: April 10, 2026, 11:36 a.m.