Triple

T7714154
Position Surface form Disambiguated ID Type / Status
Subject I Want Her E174839 entity
Predicate album P1995 FINISHED
Object Make It Last Forever
Make It Last Forever is Keith Sweat’s influential 1987 debut R&B album, widely credited with helping launch the new jack swing era.
E682598 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: Make It Last Forever | Statement: [I Want Her, album, Make It Last Forever]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Make It Last Forever
Context triple: [I Want Her, album, Make It Last Forever]
  • A. Make It Last
    "Make It Last" is a song by the American singer-songwriter CK, known for its smooth production and emotive, melodic style.
  • B. Nothing Lasts Forever
    Nothing Lasts Forever is a 1979 action-thriller novel by Roderick Thorp that follows a lone protagonist battling terrorists in a high-rise building, later famously adapted into the film Die Hard.
  • C. Now and Forever
    "Now and Forever" is a romantic ballad by Carole King, best known as one of her later signature songs featured on her live album *The Living Room Tour*.
  • D. Never Forever
    "Never Forever" is a song featured on the release by the musical project Mutable Set.
  • E. Live Forever
    "Live Forever" is a 1994 Britpop anthem by English rock band Oasis, celebrated for its uplifting melody and lyrics that helped define their early success and the sound of 1990s British rock.
  • 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: Make It Last Forever
Triple: [I Want Her, album, Make It Last Forever]
Generated description
Make It Last Forever is Keith Sweat’s influential 1987 debut R&B album, widely credited with helping launch the new jack swing era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Make It Last Forever
Target entity description: Make It Last Forever is Keith Sweat’s influential 1987 debut R&B album, widely credited with helping launch the new jack swing era.
  • A. Make It Last
    "Make It Last" is a song by the American singer-songwriter CK, known for its smooth production and emotive, melodic style.
  • B. Nothing Lasts Forever
    Nothing Lasts Forever is a 1979 action-thriller novel by Roderick Thorp that follows a lone protagonist battling terrorists in a high-rise building, later famously adapted into the film Die Hard.
  • C. Now and Forever
    "Now and Forever" is a romantic ballad by Carole King, best known as one of her later signature songs featured on her live album *The Living Room Tour*.
  • D. Never Forever
    "Never Forever" is a song featured on the release by the musical project Mutable Set.
  • E. Live Forever
    "Live Forever" is a 1994 Britpop anthem by English rock band Oasis, celebrated for its uplifting melody and lyrics that helped define their early success and the sound of 1990s British rock.
  • 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_69c6995c463c8190a14458036249d419 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702ca8f048190a6ea27b8cee2f93e completed March 27, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acd3e9f88190adf42ab42c21b722 completed March 29, 2026, 4:38 a.m.
NEDg Description generation batch_69c8adbca88c819080cf255728a986b3 completed March 29, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69c8ae50d69881909530db8d874dace2 completed March 29, 2026, 4:45 a.m.
Created at: March 27, 2026, 4:04 p.m.