Triple

T5936973
Position Surface form Disambiguated ID Type / Status
Subject Memphis Bleek E132066 entity
Predicate album P1995 FINISHED
Object M.A.D.E.
M.A.D.E. is a hip-hop studio album by Brooklyn rapper Memphis Bleek, released in 2003 under Roc-A-Fella Records and featuring collaborations with prominent artists from the label.
 E557146 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: M.A.D.E. | Statement: [Memphis Bleek, album, M.A.D.E.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M.A.D.E.
Context triple: [Memphis Bleek, album, M.A.D.E.]
  • A. The Mad Rapper
    The Mad Rapper is the satirical alter ego of hip-hop producer Deric "D-Dot" Angelettie, known from skits and appearances on late-1990s Bad Boy Records releases.
  • B. Mud
    Mud is a 2012 American drama film directed by Jeff Nichols, in which Matthew McConaughey plays a fugitive who befriends two boys on the Mississippi River.
  • C. Mambo Mouth
    Mambo Mouth is a one-man off-Broadway stage show by John Leguizamo in which he portrays multiple Latino characters in a fast-paced, comedic performance.
  • D. Mama Killa
    Mama Killa is the Incan moon goddess, revered as a protector of women and regulator of time through the lunar calendar.
  • E. Humble Beast
    Humble Beast is the debut studio album by Chicago rapper G Herbo, showcasing his gritty storytelling and introspective take on street life.
  • 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: M.A.D.E.
Triple: [Memphis Bleek, album, M.A.D.E.]
Generated description
M.A.D.E. is a hip-hop studio album by Brooklyn rapper Memphis Bleek, released in 2003 under Roc-A-Fella Records and featuring collaborations with prominent artists from the label.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M.A.D.E.
Target entity description: M.A.D.E. is a hip-hop studio album by Brooklyn rapper Memphis Bleek, released in 2003 under Roc-A-Fella Records and featuring collaborations with prominent artists from the label.
  • A. The Mad Rapper
    The Mad Rapper is the satirical alter ego of hip-hop producer Deric "D-Dot" Angelettie, known from skits and appearances on late-1990s Bad Boy Records releases.
  • B. Mud
    Mud is a 2012 American drama film directed by Jeff Nichols, in which Matthew McConaughey plays a fugitive who befriends two boys on the Mississippi River.
  • C. Mambo Mouth
    Mambo Mouth is a one-man off-Broadway stage show by John Leguizamo in which he portrays multiple Latino characters in a fast-paced, comedic performance.
  • D. Mama Killa
    Mama Killa is the Incan moon goddess, revered as a protector of women and regulator of time through the lunar calendar.
  • E. Humble Beast
    Humble Beast is the debut studio album by Chicago rapper G Herbo, showcasing his gritty storytelling and introspective take on street life.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038eca9688190adeed21df058daf1 completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c06f979881908d7e98ee674f1ff2 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c329b1108190ac4fe897e2be9946 completed March 23, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0c3a81a608190a39283b4df0ab4b9 completed March 23, 2026, 4:38 a.m.
Created at: March 22, 2026, 4:01 p.m.