Triple

T3903335
Position Surface form Disambiguated ID Type / Status
Subject Eminem E90546 entity
Predicate memberOf P10 FINISHED
Object D12
D12 is a Detroit-based hip hop group co-founded by Eminem, known for its darkly comedic lyrics and collaborative rap style.
E398322 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: D12 | Statement: [Eminem, memberOf, D12]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: D12
Context triple: [Eminem, memberOf, D12]
  • A. A$AP Mob
    A$AP Mob is a New York-based hip hop collective known for its fashion-forward aesthetic, experimental production, and launching the careers of artists like A$AP Rocky and A$AP Ferg.
  • B. Westside Connection
    Westside Connection was a 1990s West Coast hip hop supergroup featuring Ice Cube, Mack 10, and WC, known for their aggressive gangsta rap style and strong regional pride.
  • C. G-Unit
    G-Unit is an American hip hop group and record label founded by rapper 50 Cent, known for its early-2000s mixtapes, chart-topping albums, and prominent members like Lloyd Banks and Tony Yayo.
  • D. D.R.A.M.
    D.R.A.M. (now known as Shelley FKA DRAM) is an American rapper and singer best known for his hit single "Broccoli" and his blend of hip hop, R&B, and soul.
  • E. Diddy – Dirty Money
    Diddy – Dirty Money was a hip hop and R&B music group formed by Sean "Diddy" Combs that blended rap with melodic vocals and contemporary dance-pop production.
  • 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: D12
Triple: [Eminem, memberOf, D12]
Generated description
D12 is a Detroit-based hip hop group co-founded by Eminem, known for its darkly comedic lyrics and collaborative rap style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: D12
Target entity description: D12 is a Detroit-based hip hop group co-founded by Eminem, known for its darkly comedic lyrics and collaborative rap style.
  • A. A$AP Mob
    A$AP Mob is a New York-based hip hop collective known for its fashion-forward aesthetic, experimental production, and launching the careers of artists like A$AP Rocky and A$AP Ferg.
  • B. Westside Connection
    Westside Connection was a 1990s West Coast hip hop supergroup featuring Ice Cube, Mack 10, and WC, known for their aggressive gangsta rap style and strong regional pride.
  • C. G-Unit
    G-Unit is an American hip hop group and record label founded by rapper 50 Cent, known for its early-2000s mixtapes, chart-topping albums, and prominent members like Lloyd Banks and Tony Yayo.
  • D. D.R.A.M.
    D.R.A.M. (now known as Shelley FKA DRAM) is an American rapper and singer best known for his hit single "Broccoli" and his blend of hip hop, R&B, and soul.
  • E. Diddy – Dirty Money
    Diddy – Dirty Money was a hip hop and R&B music group formed by Sean "Diddy" Combs that blended rap with melodic vocals and contemporary dance-pop production.
  • 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_69aed95d315881908cbf1bf4a7215fbf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecf5a7188190a1c722ec83e3c6cd completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51ca7636081908f98c4e22617f808 completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b5207c0cfc8190aae16e8a88348679 completed March 14, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_69b52163bf888190b38f87d22ecd200e completed March 14, 2026, 8:50 a.m.
Created at: March 9, 2026, 3:21 p.m.