Triple

T966258
Position Surface form Disambiguated ID Type / Status
Subject Atlantic Records E20842 entity
Predicate notableArtist P601 FINISHED
Object T.I.
T.I. is an American rapper, actor, and record executive known as a pioneer of trap music and for hits like "Whatever You Like" and "Live Your Life."
 E113648 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: T.I. | Statement: [Atlantic Records, notableArtist, T.I.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: T.I.
Context triple: [Atlantic Records, notableArtist, T.I.]
  • A. 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.
  • B. T-Pain
    T-Pain is an American singer, rapper, and producer known for popularizing the creative use of Auto-Tune in mainstream hip-hop and R&B music.
  • C. Twista
    Twista is an American rapper known for his rapid-fire delivery and influential role in Chicago's hip-hop scene.
  • D. Lil Wayne
    Lil Wayne is a Grammy-winning American rapper, singer, and songwriter known for his influential role in hip-hop and prolific output since the late 1990s.
  • E. P. Diddy
    P. Diddy, also known as Sean "Diddy" Combs, is an American rapper, producer, and entrepreneur who rose to prominence in the 1990s as a key figure in hip-hop and the founder of Bad Boy Records.
  • 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: T.I.
Triple: [Atlantic Records, notableArtist, T.I.]
Generated description
T.I. is an American rapper, actor, and record executive known as a pioneer of trap music and for hits like "Whatever You Like" and "Live Your Life."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: T.I.
Target entity description: T.I. is an American rapper, actor, and record executive known as a pioneer of trap music and for hits like "Whatever You Like" and "Live Your Life."
  • A. 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.
  • B. T-Pain
    T-Pain is an American singer, rapper, and producer known for popularizing the creative use of Auto-Tune in mainstream hip-hop and R&B music.
  • C. Twista
    Twista is an American rapper known for his rapid-fire delivery and influential role in Chicago's hip-hop scene.
  • D. Lil Wayne
    Lil Wayne is a Grammy-winning American rapper, singer, and songwriter known for his influential role in hip-hop and prolific output since the late 1990s.
  • E. P. Diddy
    P. Diddy, also known as Sean "Diddy" Combs, is an American rapper, producer, and entrepreneur who rose to prominence in the 1990s as a key figure in hip-hop and the founder of Bad Boy Records.
  • 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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b43412488190b68e33d2b36a0ba3 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac11a82bfc81908a30b19d4ecc25f1 completed March 7, 2026, 11:53 a.m.
NEDg Description generation batch_69ac12e7384881908211de8a4092b3c0 completed March 7, 2026, 11:58 a.m.
NED2 Entity disambiguation (via description) batch_69ac135f4b9c8190b45955bc9ef65608 completed March 7, 2026, noon
Created at: March 1, 2026, 7:40 p.m.