Triple

T12379756
Position Surface form Disambiguated ID Type / Status
Subject DeBarge E295714 entity
Predicate notableWork P4 FINISHED
Object Who’s Holding Donna Now
"Who’s Holding Donna Now" is a 1985 R&B ballad by the family group DeBarge that became one of their notable hit singles.
E977481 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: Who’s Holding Donna Now | Statement: [DeBarge, notableWork, Who’s Holding Donna Now]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Who’s Holding Donna Now
Context triple: [DeBarge, notableWork, Who’s Holding Donna Now]
  • A. Don’t Tell ’Em
    "Don’t Tell ’Em" is a 2014 hip hop and R&B hit single by American singer Jeremih featuring rapper YG, known for its catchy chorus and club-oriented production.
  • B. The Young Don’t Cry
    The Young Don’t Cry is a 1957 American drama film set in a Southern reform school, notable for starring Sal Mineo as a compassionate inmate who befriends an escaped convict.
  • C. And She Was
    "And She Was" is a 1985 new wave song by Talking Heads, known for its surreal lyrics and upbeat, guitar-driven sound.
  • D. Her Too
    "Her Too" is a soulful R&B song by American singer-songwriter SiR, known for its smooth production and introspective lyrics.
  • E. Who's Crying Now
    "Who's Crying Now" is a popular rock ballad by the American band Journey, featured on their 1981 album "Escape" and known for its emotive vocals and memorable guitar solo.
  • 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: Who’s Holding Donna Now
Triple: [DeBarge, notableWork, Who’s Holding Donna Now]
Generated description
"Who’s Holding Donna Now" is a 1985 R&B ballad by the family group DeBarge that became one of their notable hit singles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Who’s Holding Donna Now
Target entity description: "Who’s Holding Donna Now" is a 1985 R&B ballad by the family group DeBarge that became one of their notable hit singles.
  • A. Don’t Tell ’Em
    "Don’t Tell ’Em" is a 2014 hip hop and R&B hit single by American singer Jeremih featuring rapper YG, known for its catchy chorus and club-oriented production.
  • B. The Young Don’t Cry
    The Young Don’t Cry is a 1957 American drama film set in a Southern reform school, notable for starring Sal Mineo as a compassionate inmate who befriends an escaped convict.
  • C. And She Was
    "And She Was" is a 1985 new wave song by Talking Heads, known for its surreal lyrics and upbeat, guitar-driven sound.
  • D. Her Too
    "Her Too" is a soulful R&B song by American singer-songwriter SiR, known for its smooth production and introspective lyrics.
  • E. Who's Crying Now
    "Who's Crying Now" is a popular rock ballad by the American band Journey, featured on their 1981 album "Escape" and known for its emotive vocals and memorable guitar solo.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fb9eca48190aa6612ffc5ed0df2 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac5b46c81908d419e09f5629c37 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62c57a26081908d6903906f6e04f0 completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d07d3148190a45542c8d43a7077 completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:54 p.m.