Triple

T4866797
Position Surface form Disambiguated ID Type / Status
Subject bell hooks E108989 entity
Predicate notableWork P4 FINISHED
Object Salvation: Black People and Love
"Salvation: Black People and Love" is a nonfiction book by bell hooks that explores the politics, history, and transformative power of love within Black communities and Black liberation struggles.
E476965 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: Salvation: Black People and Love | Statement: [bell hooks, notableWork, Salvation: Black People and Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Salvation: Black People and Love
Context triple: [bell hooks, notableWork, Salvation: Black People and Love]
  • A. Black Love
    Black Love is a studio album by Ghanaian rapper Sarkodie that blends hip-hop and Afrobeats while exploring themes of romance, relationships, and contemporary African life.
  • B. Proud to Be Black
    "Proud to Be Black" is a politically charged, pro-Black empowerment track by Run-D.M.C. that closes their influential 1986 hip hop album Raising Hell.
  • C. Love in Black and White
    "Love in Black and White" is a memoir co-written by former U.S. Senator William Cohen and his wife Janet Langhart Cohen that explores their interracial marriage and experiences with race and politics in America.
  • D. Poetic Justice
    Poetic Justice is a 1993 romantic drama film starring Janet Jackson as a grieving young poet who finds healing and love on a road trip from Los Angeles to Oakland.
  • E. 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.
  • 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: Salvation: Black People and Love
Triple: [bell hooks, notableWork, Salvation: Black People and Love]
Generated description
"Salvation: Black People and Love" is a nonfiction book by bell hooks that explores the politics, history, and transformative power of love within Black communities and Black liberation struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Salvation: Black People and Love
Target entity description: "Salvation: Black People and Love" is a nonfiction book by bell hooks that explores the politics, history, and transformative power of love within Black communities and Black liberation struggles.
  • A. Black Love
    Black Love is a studio album by Ghanaian rapper Sarkodie that blends hip-hop and Afrobeats while exploring themes of romance, relationships, and contemporary African life.
  • B. Proud to Be Black
    "Proud to Be Black" is a politically charged, pro-Black empowerment track by Run-D.M.C. that closes their influential 1986 hip hop album Raising Hell.
  • C. Love in Black and White
    "Love in Black and White" is a memoir co-written by former U.S. Senator William Cohen and his wife Janet Langhart Cohen that explores their interracial marriage and experiences with race and politics in America.
  • D. Poetic Justice
    Poetic Justice is a 1993 romantic drama film starring Janet Jackson as a grieving young poet who finds healing and love on a road trip from Los Angeles to Oakland.
  • E. 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.
  • 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_69bd440d96a48190b0c87069adef2af1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7a42f88190bb1ef7261bcbc2a8 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67e5d96c8190b2a509d9fb81211a completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be693b36b08190a0de648f0c5bdc60 completed March 21, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69be69a16b0c8190b0a787bb54b31fc3 completed March 21, 2026, 9:49 a.m.
Created at: March 20, 2026, 1:26 p.m.