Triple

T3402436
Position Surface form Disambiguated ID Type / Status
Subject James DeBarge E71686 entity
Predicate notableWork P4 FINISHED
Object All This Love (as member of DeBarge)
"All This Love" is a 1982 R&B ballad and hit single by the family group DeBarge, showcasing their smooth harmonies and soulful, melodic style.
 E356104 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: All This Love (as member of DeBarge) | Statement: [James DeBarge, notableWork, All This Love (as member of DeBarge)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: All This Love (as member of DeBarge)
Context triple: [James DeBarge, notableWork, All This Love (as member of DeBarge)]
  • A. Saving All My Love for You
    "Saving All My Love for You" is a 1985 soulful pop ballad by Whitney Houston that became one of her early signature hits and earned her a Grammy Award.
  • B. Greatest Love of All
    "Greatest Love of All" is a power ballad best known for Whitney Houston’s 1985 rendition, celebrated for its inspirational message about self-love and inner strength.
  • C. Only Love
    "Only Love" is a popular song performed by Greek singer Nana Mouskouri that became one of her signature international hits.
  • D. Call On Me / That's the Way Love Is
    "Call On Me / That's the Way Love Is" is a classic soul and blues album by singer Bobby "Blue" Bland, showcasing his smooth, emotive vocal style and influential mid-1960s sound.
  • E. That's the Way Love Goes
    "That's the Way Love Goes" is a 1993 Grammy-winning R&B single by Janet Jackson, known for its smooth, laid-back groove and influential role in shaping 1990s pop and R&B music.
  • 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: All This Love (as member of DeBarge)
Triple: [James DeBarge, notableWork, All This Love (as member of DeBarge)]
Generated description
"All This Love" is a 1982 R&B ballad and hit single by the family group DeBarge, showcasing their smooth harmonies and soulful, melodic style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: All This Love (as member of DeBarge)
Target entity description: "All This Love" is a 1982 R&B ballad and hit single by the family group DeBarge, showcasing their smooth harmonies and soulful, melodic style.
  • A. Saving All My Love for You
    "Saving All My Love for You" is a 1985 soulful pop ballad by Whitney Houston that became one of her early signature hits and earned her a Grammy Award.
  • B. Greatest Love of All
    "Greatest Love of All" is a power ballad best known for Whitney Houston’s 1985 rendition, celebrated for its inspirational message about self-love and inner strength.
  • C. Only Love
    "Only Love" is a popular song performed by Greek singer Nana Mouskouri that became one of her signature international hits.
  • D. Call On Me / That's the Way Love Is
    "Call On Me / That's the Way Love Is" is a classic soul and blues album by singer Bobby "Blue" Bland, showcasing his smooth, emotive vocal style and influential mid-1960s sound.
  • E. That's the Way Love Goes
    "That's the Way Love Goes" is a 1993 Grammy-winning R&B single by Janet Jackson, known for its smooth, laid-back groove and influential role in shaping 1990s pop and R&B music.
  • 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_69ad85aac4808190a092c9cc8911f584 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb8e78ec8819089417666dc29f412 completed March 8, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bd4d02881909c365e054148ae8c completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4792608190b74e02e065d4bc68 completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b3525f44948190af72b177193edca4 completed March 12, 2026, 11:55 p.m.
Created at: March 8, 2026, 3:14 p.m.