Triple

T17089535
Position Surface form Disambiguated ID Type / Status
Subject Ester Dean E414686 entity
Predicate hasWrittenSongsFor P44022 FINISHED
Object Machine Gun Kelly
Machine Gun Kelly is an American rapper, singer, and actor known for his rapid-fire lyrical style and his crossover from hip hop into pop-punk music.
 E1249691 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: Machine Gun Kelly | Statement: [Ester Dean, hasWrittenSongsFor, Machine Gun Kelly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Machine Gun Kelly
Context triple: [Ester Dean, hasWrittenSongsFor, Machine Gun Kelly]
  • A. Machine Gun Kelly
    Machine Gun Kelly was a notorious American gangster and bootlegger of the Prohibition era, best known for his involvement in kidnappings and his reputation as a machine gun–wielding criminal.
  • B. Kid Rock
    Kid Rock is an American musician known for blending rock, hip hop, and country influences in his music and for his outspoken, often controversial public persona.
  • C. Ludacris
    Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
  • D. Wiz Khalifa
    Wiz Khalifa is an American rapper, singer, and songwriter known for hits like "Black and Yellow" and his laid-back, weed-centric persona.
  • E. John Rich
    John Rich was an influential 18th-century English theatre manager and producer, best known for pioneering English pantomime and helping establish Covent Garden as a major London playhouse.
  • 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: Machine Gun Kelly
Triple: [Ester Dean, hasWrittenSongsFor, Machine Gun Kelly]
Generated description
Machine Gun Kelly is an American rapper, singer, and actor known for his rapid-fire lyrical style and his crossover from hip hop into pop-punk music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Machine Gun Kelly
Target entity description: Machine Gun Kelly is an American rapper, singer, and actor known for his rapid-fire lyrical style and his crossover from hip hop into pop-punk music.
  • A. Machine Gun Kelly
    Machine Gun Kelly was a notorious American gangster and bootlegger of the Prohibition era, best known for his involvement in kidnappings and his reputation as a machine gun–wielding criminal.
  • B. Kid Rock
    Kid Rock is an American musician known for blending rock, hip hop, and country influences in his music and for his outspoken, often controversial public persona.
  • C. Ludacris
    Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
  • D. Wiz Khalifa
    Wiz Khalifa is an American rapper, singer, and songwriter known for hits like "Black and Yellow" and his laid-back, weed-centric persona.
  • E. John Rich
    John Rich was an influential 18th-century English theatre manager and producer, best known for pioneering English pantomime and helping establish Covent Garden as a major London playhouse.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbe9dc808190ab20537100e7ddee completed April 18, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ee9fd108190b12e8624bb66caf2 completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012fe2a1b081909483baef845cc2c1 completed May 11, 2026, 1:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0130c2ad9881909d8a8b64ebb59aa6 completed May 11, 2026, 1:28 a.m.
Created at: April 10, 2026, 5:35 a.m.