Triple

T16653923
Position Surface form Disambiguated ID Type / Status
Subject The Real Slim Shady E404675 entity
Predicate writer P1360 FINISHED
Object Tommy Coster
Tommy Coster is an American songwriter and producer best known for co-writing Eminem’s hit single "The Real Slim Shady."
E1228967 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: Tommy Coster | Statement: [The Real Slim Shady, writer, Tommy Coster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tommy Coster
Context triple: [The Real Slim Shady, writer, Tommy Coster]
  • A. Tommy Angelo
    Tommy Angelo is the central character of the video game Mafia, a former taxi driver who becomes deeply involved in organized crime during the 1930s.
  • B. Tommy Barban
    Tommy Barban is a daring and enigmatic soldier of fortune who plays a pivotal role in F. Scott Fitzgerald’s novel "Tender Is the Night."
  • C. Tommy Fleming
    Tommy Fleming is an Irish singer known for his powerful interpretations of traditional and contemporary folk songs and his work as a prominent solo vocalist.
  • D. Tommy Brue
    Tommy Brue is a middle-aged British banker entangled in espionage and moral ambiguity in John le Carré’s spy novel "A Most Wanted Man."
  • E. Tommy Greene
    Tommy Greene is a former Major League Baseball pitcher best known for his time with the Philadelphia Phillies, including throwing a no-hitter in 1991.
  • 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: Tommy Coster
Triple: [The Real Slim Shady, writer, Tommy Coster]
Generated description
Tommy Coster is an American songwriter and producer best known for co-writing Eminem’s hit single "The Real Slim Shady."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tommy Coster
Target entity description: Tommy Coster is an American songwriter and producer best known for co-writing Eminem’s hit single "The Real Slim Shady."
  • A. Tommy Angelo
    Tommy Angelo is the central character of the video game Mafia, a former taxi driver who becomes deeply involved in organized crime during the 1930s.
  • B. Tommy Barban
    Tommy Barban is a daring and enigmatic soldier of fortune who plays a pivotal role in F. Scott Fitzgerald’s novel "Tender Is the Night."
  • C. Tommy Fleming
    Tommy Fleming is an Irish singer known for his powerful interpretations of traditional and contemporary folk songs and his work as a prominent solo vocalist.
  • D. Tommy Brue
    Tommy Brue is a middle-aged British banker entangled in espionage and moral ambiguity in John le Carré’s spy novel "A Most Wanted Man."
  • E. Tommy Greene
    Tommy Greene is a former Major League Baseball pitcher best known for his time with the Philadelphia Phillies, including throwing a no-hitter in 1991.
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37bf92de48190aaae3e93039b17f3 completed April 18, 2026, 12:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00918e61ac8190a01baf353a6a745c completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00928ccdb48190a679e0c7ed41904d completed May 10, 2026, 2:13 p.m.
NED2 Entity disambiguation (via description) batch_6a009327cdec819090636ed180ae1de0 completed May 10, 2026, 2:16 p.m.
Created at: April 10, 2026, 5:18 a.m.