Triple

T1280380
Position Surface form Disambiguated ID Type / Status
Subject Tupac Shakur E27310 entity
Predicate notableWork P4 FINISHED
Object Keep Ya Head Up
"Keep Ya Head Up" is a socially conscious hip-hop song by Tupac Shakur that addresses themes of misogyny, poverty, and resilience, particularly uplifting Black women and single mothers.
 E146125 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: Keep Ya Head Up | Statement: [Tupac Shakur, notableWork, Keep Ya Head Up]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keep Ya Head Up
Context triple: [Tupac Shakur, notableWork, Keep Ya Head Up]
  • A. So High
    "So High" is an R&B/soul song by John Legend from his debut album "Get Lifted."
  • B. Get on Up
    Get on Up is a 2014 biographical drama film about the life and career of soul music legend James Brown.
  • C. Live It Up
    "Live It Up" is a song by John Legend from his debut studio album "Get Lifted."
  • D. Gotta Have It
    "Gotta Have It" is a high-energy hip hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its dense sampling and rapid-fire back-and-forth verses.
  • E. Watch Out
    "Watch Out" is a track from the soundtrack of the horror film franchise "Scream," contributing to its tense and suspenseful atmosphere.
  • 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: Keep Ya Head Up
Triple: [Tupac Shakur, notableWork, Keep Ya Head Up]
Generated description
"Keep Ya Head Up" is a socially conscious hip-hop song by Tupac Shakur that addresses themes of misogyny, poverty, and resilience, particularly uplifting Black women and single mothers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keep Ya Head Up
Target entity description: "Keep Ya Head Up" is a socially conscious hip-hop song by Tupac Shakur that addresses themes of misogyny, poverty, and resilience, particularly uplifting Black women and single mothers.
  • A. So High
    "So High" is an R&B/soul song by John Legend from his debut album "Get Lifted."
  • B. Get on Up
    Get on Up is a 2014 biographical drama film about the life and career of soul music legend James Brown.
  • C. Live It Up
    "Live It Up" is a song by John Legend from his debut studio album "Get Lifted."
  • D. Gotta Have It
    "Gotta Have It" is a high-energy hip hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its dense sampling and rapid-fire back-and-forth verses.
  • E. Watch Out
    "Watch Out" is a track from the soundtrack of the horror film franchise "Scream," contributing to its tense and suspenseful atmosphere.
  • 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_69aca2fb746881909ac7a8dd672fc939 completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca3752a3c81908bd6d9744ad5f5a2 completed March 7, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_69aca3e44bf481908c5726adddc4b428 completed March 7, 2026, 10:17 p.m.
Created at: March 1, 2026, 7:50 p.m.