Triple

T3898263
Position Surface form Disambiguated ID Type / Status
Subject Lauryn Hill E90425 entity
Predicate notableWork P4 FINISHED
Object The Miseducation of Lauryn Hill
The Miseducation of Lauryn Hill is a critically acclaimed 1998 neo-soul and hip-hop album that blends personal introspection with social commentary and is widely regarded as a landmark work in contemporary music.
E398167 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: The Miseducation of Lauryn Hill | Statement: [Lauryn Hill, notableWork, The Miseducation of Lauryn Hill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Miseducation of Lauryn Hill
Context triple: [Lauryn Hill, notableWork, The Miseducation of Lauryn Hill]
  • A. The Blacker the Berry
    The Blacker the Berry is a 1929 novel by Wallace Thurman that explores colorism and intra-racial prejudice within the African American community during the Harlem Renaissance.
  • B. It Takes a Nation of Millions to Hold Us Back
    It Takes a Nation of Millions to Hold Us Back is Public Enemy’s landmark 1988 hip-hop album, renowned for its politically charged lyrics, dense production, and lasting influence on rap music.
  • C. Poetic Justice: Music from the Motion Picture
    Poetic Justice: Music from the Motion Picture is the official soundtrack album to the 1993 film "Poetic Justice," featuring hip hop and R&B tracks by various artists.
  • D. The Roots Is Comin'
    "The Roots Is Comin'" is an early track by the Philadelphia hip hop band The Roots, showcasing their jazz-influenced, live-instrument style that helped define their debut era.
  • E. Beats, Rhymes and Life
    Beats, Rhymes and Life is the fourth studio album by A Tribe Called Quest, marking a darker, more introspective turn in the influential hip-hop group's sound.
  • 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: The Miseducation of Lauryn Hill
Triple: [Lauryn Hill, notableWork, The Miseducation of Lauryn Hill]
Generated description
The Miseducation of Lauryn Hill is a critically acclaimed 1998 neo-soul and hip-hop album that blends personal introspection with social commentary and is widely regarded as a landmark work in contemporary music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Miseducation of Lauryn Hill
Target entity description: The Miseducation of Lauryn Hill is a critically acclaimed 1998 neo-soul and hip-hop album that blends personal introspection with social commentary and is widely regarded as a landmark work in contemporary music.
  • A. The Blacker the Berry
    The Blacker the Berry is a 1929 novel by Wallace Thurman that explores colorism and intra-racial prejudice within the African American community during the Harlem Renaissance.
  • B. It Takes a Nation of Millions to Hold Us Back
    It Takes a Nation of Millions to Hold Us Back is Public Enemy’s landmark 1988 hip-hop album, renowned for its politically charged lyrics, dense production, and lasting influence on rap music.
  • C. Poetic Justice: Music from the Motion Picture
    Poetic Justice: Music from the Motion Picture is the official soundtrack album to the 1993 film "Poetic Justice," featuring hip hop and R&B tracks by various artists.
  • D. The Roots Is Comin'
    "The Roots Is Comin'" is an early track by the Philadelphia hip hop band The Roots, showcasing their jazz-influenced, live-instrument style that helped define their debut era.
  • E. Beats, Rhymes and Life
    Beats, Rhymes and Life is the fourth studio album by A Tribe Called Quest, marking a darker, more introspective turn in the influential hip-hop group's sound.
  • 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_69aed95d315881908cbf1bf4a7215fbf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecd48b208190afaa62975805d087 completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51ca0f72c819084726f631a947f8c completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b5207c0cfc8190aae16e8a88348679 completed March 14, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_69b52163bf888190b38f87d22ecd200e completed March 14, 2026, 8:50 a.m.
Created at: March 9, 2026, 3:21 p.m.