Triple

T12332941
Position Surface form Disambiguated ID Type / Status
Subject Freedom E294007 entity
Predicate hasTrack P3284 FINISHED
Object Keep You Much Longer
"Keep You Much Longer" is an R&B song by American singer Akon from his 2008 album "Freedom."
E979724 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: Keep You Much Longer | Statement: [Freedom, hasTrack, Keep You Much Longer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keep You Much Longer
Context triple: [Freedom, hasTrack, Keep You Much Longer]
  • A. Hold On Longer
    "Hold On Longer" is a song by John Legend from his 2013 R&B/soul album *Love in the Future*.
  • B. Please Stay
    "Please Stay" is a song by the Scottish alternative rock band Beecake, known for its melodic style and emotive vocals.
  • C. A Little Bit Longer
    A Little Bit Longer is the Jonas Brothers' third studio album, featuring pop rock hits that helped solidify their mainstream success in the late 2000s.
  • D. Long Live
    "Long Live" is a fan-favorite, anthemic closing song from Taylor Swift’s album *Speak Now* that nostalgically celebrates shared triumphs and lasting memories.
  • E. Stay Awhile
    "Stay Awhile" is a 1964 pop song by Dusty Springfield, known for its lush production and Springfield’s soulful vocal performance that helped establish her as a major solo artist.
  • 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: Keep You Much Longer
Triple: [Freedom, hasTrack, Keep You Much Longer]
Generated description
"Keep You Much Longer" is an R&B song by American singer Akon from his 2008 album "Freedom."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keep You Much Longer
Target entity description: "Keep You Much Longer" is an R&B song by American singer Akon from his 2008 album "Freedom."
  • A. Hold On Longer
    "Hold On Longer" is a song by John Legend from his 2013 R&B/soul album *Love in the Future*.
  • B. Please Stay
    "Please Stay" is a song by the Scottish alternative rock band Beecake, known for its melodic style and emotive vocals.
  • C. A Little Bit Longer
    A Little Bit Longer is the Jonas Brothers' third studio album, featuring pop rock hits that helped solidify their mainstream success in the late 2000s.
  • D. Long Live
    "Long Live" is a fan-favorite, anthemic closing song from Taylor Swift’s album *Speak Now* that nostalgically celebrates shared triumphs and lasting memories.
  • E. Stay Awhile
    "Stay Awhile" is a 1964 pop song by Dusty Springfield, known for its lush production and Springfield’s soulful vocal performance that helped establish her as a major solo artist.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f64ad20819080d99e57833b4b51 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aa12f108190851c6958eb35ee5b completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be420308190bcb00d8b37b09ea2 completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f63050f5d48190881688d12c4c1819 completed May 2, 2026, 5:11 p.m.
Created at: April 8, 2026, 9:53 p.m.