Triple

T1280377
Position Surface form Disambiguated ID Type / Status
Subject Tupac Shakur E27310 entity
Predicate notableWork P4 FINISHED
Object Dear Mama
"Dear Mama" is a heartfelt 1995 hip-hop song by Tupac Shakur that pays tribute to his mother and is widely regarded as one of his most iconic and emotional works.
E147747 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: Dear Mama | Statement: [Tupac Shakur, notableWork, Dear Mama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dear Mama
Context triple: [Tupac Shakur, notableWork, Dear Mama]
  • A. Hey Mama
    "Hey Mama" is an emotional hip-hop song by Kanye West dedicated to his mother, celebrating her sacrifices and their close relationship.
  • B. Mama
    "Mama" is a 1987 debut novel by Terry McMillan that follows a resilient Black single mother struggling to raise her children and rebuild her life amid poverty and personal turmoil.
  • C. Kill Your Mama
    "Kill Your Mama" is a song whose provocative title suggests themes of rebellion or dark humor, likely within a rock, punk, or alternative music context.
  • D. Who We Be
    "Who We Be" is a socially conscious hip-hop track by DMX that reflects on identity, struggle, and systemic injustice through a rapid-fire list-style lyrical delivery.
  • E. Mama’s Gun
    Mama’s Gun is a critically acclaimed neo-soul album by Erykah Badu, known for its warm, live instrumentation and introspective, socially conscious songwriting.
  • 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: Dear Mama
Triple: [Tupac Shakur, notableWork, Dear Mama]
Generated description
"Dear Mama" is a heartfelt 1995 hip-hop song by Tupac Shakur that pays tribute to his mother and is widely regarded as one of his most iconic and emotional works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dear Mama
Target entity description: "Dear Mama" is a heartfelt 1995 hip-hop song by Tupac Shakur that pays tribute to his mother and is widely regarded as one of his most iconic and emotional works.
  • A. Hey Mama
    "Hey Mama" is an emotional hip-hop song by Kanye West dedicated to his mother, celebrating her sacrifices and their close relationship.
  • B. Mama
    "Mama" is a 1987 debut novel by Terry McMillan that follows a resilient Black single mother struggling to raise her children and rebuild her life amid poverty and personal turmoil.
  • C. Kill Your Mama
    "Kill Your Mama" is a song whose provocative title suggests themes of rebellion or dark humor, likely within a rock, punk, or alternative music context.
  • D. Who We Be
    "Who We Be" is a socially conscious hip-hop track by DMX that reflects on identity, struggle, and systemic injustice through a rapid-fire list-style lyrical delivery.
  • E. Mama’s Gun
    Mama’s Gun is a critically acclaimed neo-soul album by Erykah Badu, known for its warm, live instrumentation and introspective, socially conscious songwriting.
  • 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_69a496d3710c8190955dee8bc0dacb50 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c094eb4881909a33061339f91190 completed March 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69acacb7ee8c819084ef29881b2274cb completed March 7, 2026, 10:54 p.m.
NEDg Description generation batch_69acad20da088190a3b55a5d46e8d951 completed March 7, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69acae0392fc8190b644f4b233bbc3ff completed March 7, 2026, 11 p.m.
Created at: March 1, 2026, 7:50 p.m.