Triple

T12331546
Position Surface form Disambiguated ID Type / Status
Subject Do or Die E293971 entity
Predicate associatedAct P37 FINISHED
Object Johnny P
Johnny P was an American R&B singer best known for his smooth vocals and collaborations with Chicago hip hop artists in the 1990s.
 E976649 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: Johnny P | Statement: [Do or Die, associatedAct, Johnny P]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johnny P
Context triple: [Do or Die, associatedAct, Johnny P]
  • A. Jhonny
    Jhonny is a person whose full name is Jhonny Carvajal.
  • B. Johnny U
    Johnny U is the legendary Hall of Fame NFL quarterback Johnny Unitas, renowned for revolutionizing the modern passing game with the Baltimore Colts.
  • C. Johnny
    Johnny is a common English masculine given name, often used as a familiar or diminutive form of John.
  • D. Ric Pipino
    Ric Pipino is an Australian-born celebrity hairstylist known for his work in fashion and entertainment and for his former marriage to supermodel Heidi Klum.
  • E. Johnny "J"
    Johnny "J" was a prominent hip-hop producer best known for his extensive work with Tupac Shakur, crafting many of the rapper’s signature West Coast tracks.
  • 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: Johnny P
Triple: [Do or Die, associatedAct, Johnny P]
Generated description
Johnny P was an American R&B singer best known for his smooth vocals and collaborations with Chicago hip hop artists in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johnny P
Target entity description: Johnny P was an American R&B singer best known for his smooth vocals and collaborations with Chicago hip hop artists in the 1990s.
  • A. Jhonny
    Jhonny is a person whose full name is Jhonny Carvajal.
  • B. Johnny U
    Johnny U is the legendary Hall of Fame NFL quarterback Johnny Unitas, renowned for revolutionizing the modern passing game with the Baltimore Colts.
  • C. Johnny
    Johnny is a common English masculine given name, often used as a familiar or diminutive form of John.
  • D. Ric Pipino
    Ric Pipino is an Australian-born celebrity hairstylist known for his work in fashion and entertainment and for his former marriage to supermodel Heidi Klum.
  • E. Johnny "J"
    Johnny "J" was a prominent hip-hop producer best known for his extensive work with Tupac Shakur, crafting many of the rapper’s signature West Coast tracks.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f634ee08190b4f533505d402219 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e9114f48190988b84eaec2e810f completed May 2, 2026, 3:56 p.m.
NEDg Description generation batch_69f61fd2429c8190a8a7c46c312e262d completed May 2, 2026, 4:01 p.m.
NED2 Entity disambiguation (via description) batch_69f623f5aa608190bce3e62e08077216 completed May 2, 2026, 4:19 p.m.
Created at: April 8, 2026, 9:53 p.m.