Triple

T2876619
Position Surface form Disambiguated ID Type / Status
Subject Gerry Goffin E56892 entity
Predicate notableWork P4 FINISHED
Object Nothing’s Gonna Change My Love for You (George Benson / Glenn Medeiros hit)
"Nothing’s Gonna Change My Love for You" is a popular romantic ballad written by Gerry Goffin and Michael Masser that became an international hit through recordings by George Benson and especially Glenn Medeiros in the 1980s.
 E306396 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: Nothing’s Gonna Change My Love for You (George Benson / Glenn Medeiros hit) | Statement: [Gerry Goffin, notableWork, Nothing’s Gonna Change My Love for You (George Benson / Glenn Medeiros hit)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nothing’s Gonna Change My Love for You (George Benson / Glenn Medeiros hit)
Context triple: [Gerry Goffin, notableWork, Nothing’s Gonna Change My Love for You (George Benson / Glenn Medeiros hit)]
  • A. If I Ain't Got You
    "If I Ain't Got You" is a soulful R&B ballad by Alicia Keys, celebrated for its emotive vocals, piano-driven melody, and enduring popularity as one of her signature songs.
  • B. Standing in the Shadows of Love
    "Standing in the Shadows of Love" is a classic 1966 Motown soul song by the Four Tops, renowned for its dramatic vocals and driving, orchestral production.
  • C. Nothin’ But Love
    "Nothin’ But Love" is a song by Whitney Houston from her 2009 studio album "I Look to You."
  • D. The Colour of My Love
    The Colour of My Love is a commercially successful and critically acclaimed pop album by Canadian singer Celine Dion, featuring some of her most iconic 1990s ballads.
  • E. I'll Be Lovin' U Long Time
    "I'll Be Lovin' U Long Time" is an R&B/pop song by Mariah Carey, released as a single from her album E=MC².
  • 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: Nothing’s Gonna Change My Love for You (George Benson / Glenn Medeiros hit)
Triple: [Gerry Goffin, notableWork, Nothing’s Gonna Change My Love for You (George Benson / Glenn Medeiros hit)]
Generated description
"Nothing’s Gonna Change My Love for You" is a popular romantic ballad written by Gerry Goffin and Michael Masser that became an international hit through recordings by George Benson and especially Glenn Medeiros in the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nothing’s Gonna Change My Love for You (George Benson / Glenn Medeiros hit)
Target entity description: "Nothing’s Gonna Change My Love for You" is a popular romantic ballad written by Gerry Goffin and Michael Masser that became an international hit through recordings by George Benson and especially Glenn Medeiros in the 1980s.
  • A. If I Ain't Got You
    "If I Ain't Got You" is a soulful R&B ballad by Alicia Keys, celebrated for its emotive vocals, piano-driven melody, and enduring popularity as one of her signature songs.
  • B. Standing in the Shadows of Love
    "Standing in the Shadows of Love" is a classic 1966 Motown soul song by the Four Tops, renowned for its dramatic vocals and driving, orchestral production.
  • C. Nothin’ But Love
    "Nothin’ But Love" is a song by Whitney Houston from her 2009 studio album "I Look to You."
  • D. The Colour of My Love
    The Colour of My Love is a commercially successful and critically acclaimed pop album by Canadian singer Celine Dion, featuring some of her most iconic 1990s ballads.
  • E. I'll Be Lovin' U Long Time
    "I'll Be Lovin' U Long Time" is an R&B/pop song by Mariah Carey, released as a single from her album E=MC².
  • 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_69ab4a4ced288190ab6d3e062d10f7f6 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abe0061d048190bb1e5a01e7ceb0e2 completed March 7, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01dbb28588190ba2daae192744908 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b020a6f0a48190b89b0f0f63b0a6ce completed March 10, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69b0216e565c819095b849d072813029 completed March 10, 2026, 1:49 p.m.
Created at: March 6, 2026, 10:03 p.m.