Triple

T21159108
Position Surface form Disambiguated ID Type / Status
Subject P-Valley E521387 entity
Predicate portrayedBy P1507 FINISHED
Object Keyshawn Harris; Shannon Thornton — NE NERFINISHED

How this triple was built (3 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: Keyshawn Harris; Shannon Thornton | Statement: [P-Valley, portrayedBy, Keyshawn Harris; Shannon Thornton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keyshawn Harris; Shannon Thornton
Context triple: [P-Valley, portrayedBy, Keyshawn Harris; Shannon Thornton]
  • A. Terrence LeVarr Thornton
    Terrence LeVarr Thornton is an American rapper, songwriter, and record executive best known by his stage name Pusha T and for his work both as a solo artist and as one half of the hip hop duo Clipse.
  • B. Dana Isaiah Thomas
    Dana Isaiah Thomas is an American model and fitness trainer best known as the husband of singer and actress Jordin Sparks.
  • C. DeMario Thornton
    DeMario Thornton is an actor best known for appearing in the dance film "You Got Served."
  • D. Fonzi Thornton
    Fonzi Thornton is an American R&B and soul singer best known for his extensive session and backing vocal work with artists like Chic, Luther Vandross, and many other prominent acts of the late 1970s and 1980s.
  • E. Earle Hodgins
    Earle Hodgins was an American character actor best known for his prolific appearances in Western films and early television during the mid-20th century.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keyshawn Harris; Shannon Thornton
Target entity description: Shannon Thornton is an American actress best known for playing the character Keyshawn “Miss Mississippi” Harris on the television drama series P-Valley.
  • A. Terrence LeVarr Thornton
    Terrence LeVarr Thornton is an American rapper, songwriter, and record executive best known by his stage name Pusha T and for his work both as a solo artist and as one half of the hip hop duo Clipse.
  • B. Dana Isaiah Thomas
    Dana Isaiah Thomas is an American model and fitness trainer best known as the husband of singer and actress Jordin Sparks.
  • C. DeMario Thornton
    DeMario Thornton is an actor best known for appearing in the dance film "You Got Served."
  • D. Fonzi Thornton
    Fonzi Thornton is an American R&B and soul singer best known for his extensive session and backing vocal work with artists like Chic, Luther Vandross, and many other prominent acts of the late 1970s and 1980s.
  • E. Earle Hodgins
    Earle Hodgins was an American character actor best known for his prolific appearances in Western films and early television during the mid-20th century.
  • F. None of above. chosen

Provenance (2 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_69e0b50d1ea481909c07e63c3ead9316 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7252e9ef481908f4904c535f3da8b completed April 21, 2026, 7:20 a.m.
Created at: April 16, 2026, 2:59 p.m.