Triple

T16395450
Position Surface form Disambiguated ID Type / Status
Subject The Miseducation of Lauryn Hill E398167 entity
Predicate hasPart P35 FINISHED
Object I Used to Love Him
"I Used to Love Him" is a soulful R&B/hip-hop song by Lauryn Hill featuring Mary J. Blige that reflects on love, heartbreak, and emotional growth.
 E1210064 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 Love Him | Statement: [The Miseducation of Lauryn Hill, hasPart, I Used to Love Him]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Used to Love Him
Context triple: [The Miseducation of Lauryn Hill, hasPart, I Used to Love Him]
  • A. You Used to Love Me
    "You Used to Love Me" is an R&B single by American singer Faith Evans, best known as her debut hit that showcased her soulful vocals and established her as a prominent 1990s artist.
  • B. Someone That I Used to Love
    "Someone That I Used to Love" is a pop ballad composed by Michael Masser, best known through its emotive recordings by artists such as Barbra Streisand and Natalie Cole.
  • C. Used to Love You
    "Used to Love You" is a breakup-themed pop ballad by American singer Gwen Stefani, released in 2015 and widely noted for its raw, emotional lyrics reflecting her highly publicized divorce.
  • D. 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.
  • E. Used to Love U
    "Used to Love U" is an R&B/soul song by John Legend, released as one of the singles from his debut album "Get Lifted."
  • 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 Love Him
Triple: [The Miseducation of Lauryn Hill, hasPart, I Used to Love Him]
Generated description
"I Used to Love Him" is a soulful R&B/hip-hop song by Lauryn Hill featuring Mary J. Blige that reflects on love, heartbreak, and emotional growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Used to Love Him
Target entity description: "I Used to Love Him" is a soulful R&B/hip-hop song by Lauryn Hill featuring Mary J. Blige that reflects on love, heartbreak, and emotional growth.
  • A. You Used to Love Me
    "You Used to Love Me" is an R&B single by American singer Faith Evans, best known as her debut hit that showcased her soulful vocals and established her as a prominent 1990s artist.
  • B. Someone That I Used to Love
    "Someone That I Used to Love" is a pop ballad composed by Michael Masser, best known through its emotive recordings by artists such as Barbra Streisand and Natalie Cole.
  • C. Used to Love You
    "Used to Love You" is a breakup-themed pop ballad by American singer Gwen Stefani, released in 2015 and widely noted for its raw, emotional lyrics reflecting her highly publicized divorce.
  • D. 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.
  • E. Used to Love U
    "Used to Love U" is an R&B/soul song by John Legend, released as one of the singles from his debut album "Get Lifted."
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e326462298819087091dc935f0f916 completed April 18, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003575e51c8190a8677f658eb73a30 completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a003620f04081908033c5e3c4376721 completed May 10, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_6a00370cee5c819099d226ebc3c1f0fe completed May 10, 2026, 7:43 a.m.
Created at: April 10, 2026, 5:08 a.m.