Triple

T15717436
Position Surface form Disambiguated ID Type / Status
Subject Gabi Wilson E380996 entity
Predicate notableWork P4 FINISHED
Object I Used to Know Her
I Used to Know Her is a 2019 compilation album by American R&B singer H.E.R. (Gabi Wilson), blending soulful vocals with contemporary R&B and socially conscious themes.
 E1172779 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: I Used to Know Her | Statement: [Gabi Wilson, notableWork, I Used to Know Her]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Used to Know Her
Context triple: [Gabi Wilson, notableWork, I Used to Know Her]
  • A. Without Her
    "Without Her" is a melancholic pop song written and performed by Harry Nilsson, featured on his 1967 album *Pandemonium Shadow Show*.
  • B. I’ve Had Her
    "I’ve Had Her" is a song by American singer-songwriter Phil Ochs, featured on his 1967 album *Pleasures of the Harbor*.
  • 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. She Knows
    "She Knows" is a 2014 R&B/hip-hop single by American singer-songwriter Ne-Yo featuring Juicy J, known for its smooth production and seductive, confessional lyrics.
  • E. If I Knew
    "If I Knew" is a soulful pop ballad by Bruno Mars featured on his 2012 album *Unorthodox Jukebox*.
  • 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: I Used to Know Her
Triple: [Gabi Wilson, notableWork, I Used to Know Her]
Generated description
I Used to Know Her is a 2019 compilation album by American R&B singer H.E.R. (Gabi Wilson), blending soulful vocals with contemporary R&B and socially conscious themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Used to Know Her
Target entity description: I Used to Know Her is a 2019 compilation album by American R&B singer H.E.R. (Gabi Wilson), blending soulful vocals with contemporary R&B and socially conscious themes.
  • A. Without Her
    "Without Her" is a melancholic pop song written and performed by Harry Nilsson, featured on his 1967 album *Pandemonium Shadow Show*.
  • B. I’ve Had Her
    "I’ve Had Her" is a song by American singer-songwriter Phil Ochs, featured on his 1967 album *Pleasures of the Harbor*.
  • 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. She Knows
    "She Knows" is a 2014 R&B/hip-hop single by American singer-songwriter Ne-Yo featuring Juicy J, known for its smooth production and seductive, confessional lyrics.
  • E. If I Knew
    "If I Knew" is a soulful pop ballad by Bruno Mars featured on his 2012 album *Unorthodox Jukebox*.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f91beb08190bd91bf9306737c3b completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff7583609c8190a80421fce649900f completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff76deb1948190bc49825719ac97d5 completed May 9, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69ff77642ba4819095c1acc65da06135 completed May 9, 2026, 6:05 p.m.
Created at: April 10, 2026, 4:45 a.m.