Triple

T1109286
Position Surface form Disambiguated ID Type / Status
Subject Talib Kweli E25555 entity
Predicate notableWork P4 FINISHED
Object Gravitas
Gravitas is an independent, digitally released studio album by American rapper Talib Kweli that showcases his socially conscious lyricism and collaborative production.
 E126927 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: Gravitas | Statement: [Talib Kweli, notableWork, Gravitas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gravitas
Context triple: [Talib Kweli, notableWork, Gravitas]
  • A. Heed
    Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
  • B. Pillar of Severity
    Pillar of Severity is one of the three primary vertical columns in the Kabbalistic Tree of Life, associated with discipline, judgment, and restriction.
  • C. The Glory
    The Glory is a track from Kanye West's acclaimed 2007 album "Graduation," known for its soulful production and reflective lyrics about success and perseverance.
  • D. His Grace
    His Grace is a formal honorific style traditionally used in the United Kingdom for dukes and archbishops, denoting high noble or ecclesiastical rank.
  • E. The Chief
    The Chief is the nickname of Robert Parish, a Hall of Fame NBA center best known for his long, successful tenure with the Boston Celtics and his record for most games played in league history.
  • 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: Gravitas
Triple: [Talib Kweli, notableWork, Gravitas]
Generated description
Gravitas is an independent, digitally released studio album by American rapper Talib Kweli that showcases his socially conscious lyricism and collaborative production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gravitas
Target entity description: Gravitas is an independent, digitally released studio album by American rapper Talib Kweli that showcases his socially conscious lyricism and collaborative production.
  • A. Heed
    Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
  • B. Pillar of Severity
    Pillar of Severity is one of the three primary vertical columns in the Kabbalistic Tree of Life, associated with discipline, judgment, and restriction.
  • C. The Glory
    The Glory is a track from Kanye West's acclaimed 2007 album "Graduation," known for its soulful production and reflective lyrics about success and perseverance.
  • D. His Grace
    His Grace is a formal honorific style traditionally used in the United Kingdom for dukes and archbishops, denoting high noble or ecclesiastical rank.
  • E. The Chief
    The Chief is the nickname of Robert Parish, a Hall of Fame NBA center best known for his long, successful tenure with the Boston Celtics and his record for most games played in league history.
  • 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4ba045fd88190982e1c6278fb9ca3 completed March 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c4f65888190b48c2d220e62a26b completed March 7, 2026, 4:03 p.m.
NEDg Description generation batch_69ac500036f48190bab0bf4e07d5c9ae completed March 7, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ac508ca8e48190bfea6ad9b6920e78 completed March 7, 2026, 4:21 p.m.
Created at: March 1, 2026, 7:43 p.m.