Triple

T3893481
Position Surface form Disambiguated ID Type / Status
Subject Niggas in Paris E88114 entity
Predicate writer P1360 FINISHED
Object Shama Joseph
Shama Joseph is a songwriter and producer best known for co-writing the hit track "Niggas in Paris" by Jay-Z and Kanye West.
E396537 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: Shama Joseph | Statement: [Niggas in Paris, writer, Shama Joseph]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shama Joseph
Context triple: [Niggas in Paris, writer, Shama Joseph]
  • A. Eloise Gonsalves
    Eloise Gonsalves is the wife of Ralph Gonsalves, the long-serving Prime Minister of Saint Vincent and the Grenadines.
  • B. Loveleen Tandan
    Loveleen Tandan is an Indian film director and casting director best known for her co-directing work on the Academy Award–winning film "Slumdog Millionaire."
  • C. Salma Lakhani
    Salma Lakhani is a Canadian businesswoman and philanthropist who became the first Muslim and first South Asian to serve as a lieutenant governor in Canada.
  • D. Vartoosh Adoian
    Vartoosh Adoian was the sister of Armenian-American abstract expressionist painter Arshile Gorky.
  • E. Mathangi Arulpragasam
    Mathangi Arulpragasam, better known by her stage name M.I.A., is a British-Sri Lankan rapper, singer, producer, and visual artist renowned for her politically charged, genre-blending music and global cultural influence.
  • 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: Shama Joseph
Triple: [Niggas in Paris, writer, Shama Joseph]
Generated description
Shama Joseph is a songwriter and producer best known for co-writing the hit track "Niggas in Paris" by Jay-Z and Kanye West.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shama Joseph
Target entity description: Shama Joseph is a songwriter and producer best known for co-writing the hit track "Niggas in Paris" by Jay-Z and Kanye West.
  • A. Eloise Gonsalves
    Eloise Gonsalves is the wife of Ralph Gonsalves, the long-serving Prime Minister of Saint Vincent and the Grenadines.
  • B. Loveleen Tandan
    Loveleen Tandan is an Indian film director and casting director best known for her co-directing work on the Academy Award–winning film "Slumdog Millionaire."
  • C. Salma Lakhani
    Salma Lakhani is a Canadian businesswoman and philanthropist who became the first Muslim and first South Asian to serve as a lieutenant governor in Canada.
  • D. Vartoosh Adoian
    Vartoosh Adoian was the sister of Armenian-American abstract expressionist painter Arshile Gorky.
  • E. Mathangi Arulpragasam
    Mathangi Arulpragasam, better known by her stage name M.I.A., is a British-Sri Lankan rapper, singer, producer, and visual artist renowned for her politically charged, genre-blending music and global cultural influence.
  • 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_69aed9466d548190939f5217a23ed4ac completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecce860c8190b16eca2e14f6544f completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51c96ff648190b03807547930d51d completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51d14269881909b75083e3928163a completed March 14, 2026, 8:32 a.m.
NED2 Entity disambiguation (via description) batch_69b51d73ecd48190881c15ff6e0daea0 completed March 14, 2026, 8:33 a.m.
Created at: March 9, 2026, 3:21 p.m.