Triple

T21092961
Position Surface form Disambiguated ID Type / Status
Subject EPMD E519680 entity
Predicate alsoKnownAs P39 FINISHED
Object E.P.M.D.
E.P.M.D. is an American hip hop duo from Brentwood, New York, known for their influential late-1980s and early-1990s work that helped define the East Coast rap sound.
E1465803 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: E.P.M.D. | Statement: [EPMD, alsoKnownAs, E.P.M.D.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: E.P.M.D.
Context triple: [EPMD, alsoKnownAs, E.P.M.D.]
  • A. The Beta Band
    The Beta Band was a Scottish experimental rock group known for its eclectic blend of folk, electronic, and psychedelic influences and its strong cult following in the late 1990s and early 2000s.
  • B. The Godz
    The Godz were an experimental New York City rock band from the 1960s known for their raw, improvisational, and deliberately unpolished sound that anticipated aspects of punk and noise rock.
  • C. P.M. Dawn
    P.M. Dawn was an American hip hop and R&B group known for their melodic, introspective style and hit singles like "Set Adrift on Memory Bliss" in the early 1990s.
  • D. 808 State
    808 State is a pioneering British electronic music group from Manchester, best known for helping shape the acid house and early techno scenes in the late 1980s and early 1990s.
  • E. Xplosion
    Xplosion is a high-energy hip hop track by OutKast from their acclaimed album "Stankonia."
  • 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: E.P.M.D.
Triple: [EPMD, alsoKnownAs, E.P.M.D.]
Generated description
E.P.M.D. is an American hip hop duo from Brentwood, New York, known for their influential late-1980s and early-1990s work that helped define the East Coast rap sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: E.P.M.D.
Target entity description: E.P.M.D. is an American hip hop duo from Brentwood, New York, known for their influential late-1980s and early-1990s work that helped define the East Coast rap sound.
  • A. The Beta Band
    The Beta Band was a Scottish experimental rock group known for its eclectic blend of folk, electronic, and psychedelic influences and its strong cult following in the late 1990s and early 2000s.
  • B. The Godz
    The Godz were an experimental New York City rock band from the 1960s known for their raw, improvisational, and deliberately unpolished sound that anticipated aspects of punk and noise rock.
  • C. P.M. Dawn
    P.M. Dawn was an American hip hop and R&B group known for their melodic, introspective style and hit singles like "Set Adrift on Memory Bliss" in the early 1990s.
  • D. 808 State
    808 State is a pioneering British electronic music group from Manchester, best known for helping shape the acid house and early techno scenes in the late 1980s and early 1990s.
  • E. Xplosion
    Xplosion is a high-energy hip hop track by OutKast from their acclaimed album "Stankonia."
  • 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_69e0b507dd9081908fb8bfcbef4c8b46 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e70950a31c8190bde2d7b414c362c7 completed April 21, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a5c42fc81909be87268f6296c66 completed May 17, 2026, 6:04 a.m.
NEDg Description generation batch_6a095b1cb97c8190b3ba95373bd21056 completed May 17, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_6a095bf3efa4819089368a3e80a41e15 completed May 17, 2026, 6:11 a.m.
Created at: April 16, 2026, 2:51 p.m.