Triple

T1280386
Position Surface form Disambiguated ID Type / Status
Subject Tupac Shakur E27310 entity
Predicate notableWork P4 FINISHED
Object Ambitionz Az a Ridah
"Ambitionz Az a Ridah" is a hard-hitting gangsta rap track by Tupac Shakur, known for its aggressive delivery, iconic opening on the album "All Eyez on Me," and enduring influence in hip-hop culture.
 E148524 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: Ambitionz Az a Ridah | Statement: [Tupac Shakur, notableWork, Ambitionz Az a Ridah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ambitionz Az a Ridah
Context triple: [Tupac Shakur, notableWork, Ambitionz Az a Ridah]
  • A. Hit 'Em Up
    "Hit 'Em Up" is a notorious 1996 diss track by Tupac Shakur, widely regarded as one of the most aggressive and influential feud records in hip-hop history.
  • B. All Eyez on Me
    All Eyez on Me is a landmark 1996 double album by Tupac Shakur, widely regarded as one of the most influential and successful releases in hip-hop history.
  • C. Notorious
    Notorious is a classic 1946 Alfred Hitchcock suspense film starring Cary Grant and Ingrid Bergman, renowned for its blend of espionage, romance, and psychological tension.
  • D. Dirrty
    "Dirrty" is a 2002 hit single by Christina Aguilera known for its edgy sound, provocative lyrics, and controversial music video that marked a bold shift in her public image.
  • E. The Don Killuminati: The 7 Day Theory
    The Don Killuminati: The 7 Day Theory is a posthumously released studio album by Tupac Shakur (under the alias Makaveli), renowned for its dark, intense themes and its status as one of his most influential works.
  • 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: Ambitionz Az a Ridah
Triple: [Tupac Shakur, notableWork, Ambitionz Az a Ridah]
Generated description
"Ambitionz Az a Ridah" is a hard-hitting gangsta rap track by Tupac Shakur, known for its aggressive delivery, iconic opening on the album "All Eyez on Me," and enduring influence in hip-hop culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ambitionz Az a Ridah
Target entity description: "Ambitionz Az a Ridah" is a hard-hitting gangsta rap track by Tupac Shakur, known for its aggressive delivery, iconic opening on the album "All Eyez on Me," and enduring influence in hip-hop culture.
  • A. Hit 'Em Up
    "Hit 'Em Up" is a notorious 1996 diss track by Tupac Shakur, widely regarded as one of the most aggressive and influential feud records in hip-hop history.
  • B. All Eyez on Me
    All Eyez on Me is a landmark 1996 double album by Tupac Shakur, widely regarded as one of the most influential and successful releases in hip-hop history.
  • C. Notorious
    Notorious is a classic 1946 Alfred Hitchcock suspense film starring Cary Grant and Ingrid Bergman, renowned for its blend of espionage, romance, and psychological tension.
  • D. Dirrty
    "Dirrty" is a 2002 hit single by Christina Aguilera known for its edgy sound, provocative lyrics, and controversial music video that marked a bold shift in her public image.
  • E. The Don Killuminati: The 7 Day Theory
    The Don Killuminati: The 7 Day Theory is a posthumously released studio album by Tupac Shakur (under the alias Makaveli), renowned for its dark, intense themes and its status as one of his most influential works.
  • 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_69acb2fd091081908f4a60d7ce300c90 completed March 7, 2026, 11:21 p.m.
NEDg Description generation batch_69acb364f2d88190b20ad87001349562 completed March 7, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69acb3ce7720819095558536e0a978b8 completed March 7, 2026, 11:25 p.m.
Created at: March 1, 2026, 7:50 p.m.