Triple

T21734492
Position Surface form Disambiguated ID Type / Status
Subject Life Is... Too Short E536486 entity
Predicate producer P490 FINISHED
Object Shorty B
Shorty B is a hip-hop music producer best known for his work with Too Short and other West Coast rap artists in the late 1980s and 1990s.
E1499579 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: Shorty B | Statement: [Life Is... Too Short, producer, Shorty B]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shorty B
Context triple: [Life Is... Too Short, producer, Shorty B]
  • A. Shorty
    Shorty is the stage name of Antonio "Shorty" Moore, an entertainer known for performing under this moniker.
  • B. Shorty
    Shorty is one of the sled dogs featured in the survival adventure film "Eight Below."
  • C. Shorty
    Shorty is a lesser-known musical act connected to the experimental rock band U.S. Maple, likely sharing its avant-garde, noise-influenced style.
  • D. Shorty the Pimp
    Shorty the Pimp is an alias of Oakland rapper Too Short, used prominently as the title persona of his 1992 pimp-themed hip-hop album.
  • E. Shorty Mack
    Shorty Mack is an American rapper and actor known for his work in West Coast hip hop and collaborations with artists on the Knockout Entertainment label.
  • 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: Shorty B
Triple: [Life Is... Too Short, producer, Shorty B]
Generated description
Shorty B is a hip-hop music producer best known for his work with Too Short and other West Coast rap artists in the late 1980s and 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shorty B
Target entity description: Shorty B is a hip-hop music producer best known for his work with Too Short and other West Coast rap artists in the late 1980s and 1990s.
  • A. Shorty
    Shorty is the stage name of Antonio "Shorty" Moore, an entertainer known for performing under this moniker.
  • B. Shorty
    Shorty is one of the sled dogs featured in the survival adventure film "Eight Below."
  • C. Shorty
    Shorty is a lesser-known musical act connected to the experimental rock band U.S. Maple, likely sharing its avant-garde, noise-influenced style.
  • D. Shorty the Pimp
    Shorty the Pimp is an alias of Oakland rapper Too Short, used prominently as the title persona of his 1992 pimp-themed hip-hop album.
  • E. Shorty Mack
    Shorty Mack is an American rapper and actor known for his work in West Coast hip hop and collaborations with artists on the Knockout Entertainment label.
  • 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_69e0c46d3284819099a4f9d5a704eb95 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69effd09852c8190b3486c09f22ef92b completed April 28, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ed25d808190bf6afff41d8812d4 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a2ffaaa708190b43531cbc6448b00 completed May 17, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0a307b81288190a8254e32b36ed3f1 completed May 17, 2026, 9:17 p.m.
Created at: April 16, 2026, 6:48 p.m.