Triple

T20391039
Position Surface form Disambiguated ID Type / Status
Subject Ghost in the Machine E498083 entity
Predicate hasCastMember P2308 FINISHED
Object Shevonne Durkin
Shevonne Durkin is an American actress best known for her roles in 1990s horror and thriller films, including appearances in movies like "Leprechaun 2."
 E1433979 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: Shevonne Durkin | Statement: [Ghost in the Machine, hasCastMember, Shevonne Durkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shevonne Durkin
Context triple: [Ghost in the Machine, hasCastMember, Shevonne Durkin]
  • A. Davina Vinyard
    Davina Vinyard is a character from the film "American History X," known as the more liberal and morally grounded sister of Danny and Derek Vinyard.
  • B. Dionne Harris
    Dionne Harris is known as the spouse of Australian actor and musician Noah Taylor.
  • C. Debralee Scott
    Debralee Scott was an American actress best known for her comedic roles on 1970s and 1980s television sitcoms and films.
  • D. Merriel Shelton
    Merriel "Snafu" Shelton was a U.S. Marine whose World War II service in the Pacific, particularly as depicted in the miniseries "The Pacific," made him a notable historical figure.
  • E. Diahnne Abbott
    Diahnne Abbott is an American actress and singer known for her roles in films like "Taxi Driver" and "The King of Comedy."
  • 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: Shevonne Durkin
Triple: [Ghost in the Machine, hasCastMember, Shevonne Durkin]
Generated description
Shevonne Durkin is an American actress best known for her roles in 1990s horror and thriller films, including appearances in movies like "Leprechaun 2."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shevonne Durkin
Target entity description: Shevonne Durkin is an American actress best known for her roles in 1990s horror and thriller films, including appearances in movies like "Leprechaun 2."
  • A. Davina Vinyard
    Davina Vinyard is a character from the film "American History X," known as the more liberal and morally grounded sister of Danny and Derek Vinyard.
  • B. Dionne Harris
    Dionne Harris is known as the spouse of Australian actor and musician Noah Taylor.
  • C. Debralee Scott
    Debralee Scott was an American actress best known for her comedic roles on 1970s and 1980s television sitcoms and films.
  • D. Merriel Shelton
    Merriel "Snafu" Shelton was a U.S. Marine whose World War II service in the Pacific, particularly as depicted in the miniseries "The Pacific," made him a notable historical figure.
  • E. Diahnne Abbott
    Diahnne Abbott is an American actress and singer known for her roles in films like "Taxi Driver" and "The King of Comedy."
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790f8d9c819093038f6bb6f47a92 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08939fd63c8190bdb162b31b9af675 completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a0894a4a1208190bb052d589a8c8b53 completed May 16, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a089592af8c8190a2fb50cd1030687a completed May 16, 2026, 4:04 p.m.
Created at: April 16, 2026, 11:28 a.m.