Triple

T16395449
Position Surface form Disambiguated ID Type / Status
Subject The Miseducation of Lauryn Hill E398167 entity
Predicate hasPart P35 FINISHED
Object Every Ghetto, Every City
"Every Ghetto, Every City" is a nostalgic, autobiographical song by Lauryn Hill that reflects on her upbringing and community, featured on her acclaimed album "The Miseducation of Lauryn Hill."
 E1210063 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: Every Ghetto, Every City | Statement: [The Miseducation of Lauryn Hill, hasPart, Every Ghetto, Every City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Every Ghetto, Every City
Context triple: [The Miseducation of Lauryn Hill, hasPart, Every Ghetto, Every City]
  • A. Every Ghetto
    "Every Ghetto" is a socially conscious hip-hop track by Nas from his acclaimed 2001 album *Stillmatic*, reflecting on inner-city struggles and resilience.
  • B. Ghetto
    "Ghetto" is a socially conscious R&B/hip-hop song by Akon that reflects on poverty, struggle, and life in marginalized urban communities.
  • C. Ghetto Children
    Ghetto Children is a hip hop group known for its contributions to the Seattle underground rap scene in the 1990s.
  • D. Village Ghetto Land
    "Village Ghetto Land" is a socially conscious song by Stevie Wonder that contrasts elegant string arrangements with stark lyrics about urban poverty and inequality.
  • E. The Ghetto
    "The Ghetto" is a socially conscious soul song by Donny Hathaway, celebrated for its vivid portrayal of urban life and its influential, groove-driven arrangement.
  • 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: Every Ghetto, Every City
Triple: [The Miseducation of Lauryn Hill, hasPart, Every Ghetto, Every City]
Generated description
"Every Ghetto, Every City" is a nostalgic, autobiographical song by Lauryn Hill that reflects on her upbringing and community, featured on her acclaimed album "The Miseducation of Lauryn Hill."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Every Ghetto, Every City
Target entity description: "Every Ghetto, Every City" is a nostalgic, autobiographical song by Lauryn Hill that reflects on her upbringing and community, featured on her acclaimed album "The Miseducation of Lauryn Hill."
  • A. Every Ghetto
    "Every Ghetto" is a socially conscious hip-hop track by Nas from his acclaimed 2001 album *Stillmatic*, reflecting on inner-city struggles and resilience.
  • B. Ghetto
    "Ghetto" is a socially conscious R&B/hip-hop song by Akon that reflects on poverty, struggle, and life in marginalized urban communities.
  • C. Ghetto Children
    Ghetto Children is a hip hop group known for its contributions to the Seattle underground rap scene in the 1990s.
  • D. Village Ghetto Land
    "Village Ghetto Land" is a socially conscious song by Stevie Wonder that contrasts elegant string arrangements with stark lyrics about urban poverty and inequality.
  • E. The Ghetto
    "The Ghetto" is a socially conscious soul song by Donny Hathaway, celebrated for its vivid portrayal of urban life and its influential, groove-driven arrangement.
  • 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.