Triple

T1041260
Position Surface form Disambiguated ID Type / Status
Subject Life After Death E22473 entity
Predicate featuresArtist P1952 FINISHED
Object Too Short
Too Short is an American rapper and pioneer of West Coast hip hop, known for his explicit lyrics and influential role in the Oakland rap scene since the 1980s.
E124258 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: Too Short | Statement: [Life After Death, featuresArtist, Too Short]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Too Short
Context triple: [Life After Death, featuresArtist, Too Short]
  • A. Notorious Thugs
    "Notorious Thugs" is a standout collaboration between The Notorious B.I.G. and Bone Thugs-N-Harmony, known for its rapid-fire flows and fusion of East Coast and Midwest rap styles.
  • B. Big Poppa
    Big Poppa is a famous nickname of The Notorious B.I.G., the influential 1990s Brooklyn rapper known for his smooth flow, vivid storytelling, and major impact on East Coast hip hop.
  • C. Sure Thing
    "Sure Thing" is a smooth, R&B love song by American singer Miguel that became one of his breakout hits and a fan favorite.
  • D. Chingy
    Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
  • E. Def Jam South
    Def Jam South was a regional division of Def Jam Recordings focused on promoting and developing Southern hip hop artists in the United States.
  • 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: Too Short
Triple: [Life After Death, featuresArtist, Too Short]
Generated description
Too Short is an American rapper and pioneer of West Coast hip hop, known for his explicit lyrics and influential role in the Oakland rap scene since the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Too Short
Target entity description: Too Short is an American rapper and pioneer of West Coast hip hop, known for his explicit lyrics and influential role in the Oakland rap scene since the 1980s.
  • A. Notorious Thugs
    "Notorious Thugs" is a standout collaboration between The Notorious B.I.G. and Bone Thugs-N-Harmony, known for its rapid-fire flows and fusion of East Coast and Midwest rap styles.
  • B. Big Poppa
    Big Poppa is a famous nickname of The Notorious B.I.G., the influential 1990s Brooklyn rapper known for his smooth flow, vivid storytelling, and major impact on East Coast hip hop.
  • C. Sure Thing
    "Sure Thing" is a smooth, R&B love song by American singer Miguel that became one of his breakout hits and a fan favorite.
  • D. Chingy
    Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
  • E. Def Jam South
    Def Jam South was a regional division of Def Jam Recordings focused on promoting and developing Southern hip hop artists in the United States.
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82f6c14819080277443ea4722dd completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac429ad45481908641fcaf72f7d1b9 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac4365965881909ff2cdf8eda07f91 completed March 7, 2026, 3:25 p.m.
NED2 Entity disambiguation (via description) batch_69ac43d1cd1c8190852f8811703ebd5f completed March 7, 2026, 3:27 p.m.
Created at: March 1, 2026, 7:42 p.m.