Triple

T16250430
Position Surface form Disambiguated ID Type / Status
Subject Avant E394488 entity
Predicate notableWork P4 FINISHED
Object Makin' Good Love
"Makin' Good Love" is a popular R&B slow jam by singer Avant, known for its sensual lyrics and smooth, romantic production.
E1202408 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: Makin' Good Love | Statement: [Avant, notableWork, Makin' Good Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Makin' Good Love
Context triple: [Avant, notableWork, Makin' Good Love]
  • A. Nothin’ But Love
    "Nothin’ But Love" is a song by Whitney Houston from her 2009 studio album "I Look to You."
  • B. You Give Good Love
    "You Give Good Love" is a 1985 R&B ballad by Whitney Houston that became one of her breakthrough hit singles and helped establish her as a major recording artist.
  • C. Livin’ on Love
    "Livin’ on Love" is a popular country song by American singer-songwriter Alan Jackson that celebrates enduring love over material wealth.
  • D. Best of My Love
    "Best of My Love" is a soft rock ballad by the Eagles that became one of their early signature hits in the mid-1970s.
  • E. Makin’ Out
    "Makin’ Out" is a track featured on the 2005 studio album *How the Mighty Fall* by British singer-songwriter Iain Archer.
  • 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: Makin' Good Love
Triple: [Avant, notableWork, Makin' Good Love]
Generated description
"Makin' Good Love" is a popular R&B slow jam by singer Avant, known for its sensual lyrics and smooth, romantic production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Makin' Good Love
Target entity description: "Makin' Good Love" is a popular R&B slow jam by singer Avant, known for its sensual lyrics and smooth, romantic production.
  • A. Nothin’ But Love
    "Nothin’ But Love" is a song by Whitney Houston from her 2009 studio album "I Look to You."
  • B. You Give Good Love
    "You Give Good Love" is a 1985 R&B ballad by Whitney Houston that became one of her breakthrough hit singles and helped establish her as a major recording artist.
  • C. Livin’ on Love
    "Livin’ on Love" is a popular country song by American singer-songwriter Alan Jackson that celebrates enduring love over material wealth.
  • D. Best of My Love
    "Best of My Love" is a soft rock ballad by the Eagles that became one of their early signature hits in the mid-1970s.
  • E. Makin’ Out
    "Makin’ Out" is a track featured on the 2005 studio album *How the Mighty Fall* by British singer-songwriter Iain Archer.
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2459606f88190a53905186f7f73be completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000ee568a48190835ce76f84461044 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a0011995ff481908bbca9f9cfb41bf0 completed May 10, 2026, 5:03 a.m.
NED2 Entity disambiguation (via description) batch_6a0012669ff48190884367b92962a6d4 completed May 10, 2026, 5:06 a.m.
Created at: April 10, 2026, 5:04 a.m.