Triple

T13779722
Position Surface form Disambiguated ID Type / Status
Subject Sharknado E331101 entity
Predicate hasCastMember P2308 FINISHED
Object Aubrey Peeples
Aubrey Peeples is an American actress and singer best known for her roles in the TV series "Nashville" and films such as "Jem and the Holograms."
E1083345 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: Aubrey Peeples | Statement: [Sharknado, hasCastMember, Aubrey Peeples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aubrey Peeples
Context triple: [Sharknado, hasCastMember, Aubrey Peeples]
  • A. Aubrey Jones
    Aubrey Jones was a British Conservative politician who served in senior government roles in the mid-20th century, notably in economic and industrial affairs.
  • B. Marley Shelton
    Marley Shelton is an American actress known for her roles in films such as "Planet Terror," "Never Been Kissed," and "Scream 4."
  • C. Naturi Naughton
    Naturi Naughton is an American singer and actress best known as a former member of the R&B group 3LW and for her roles in projects like the TV series "Power" and the film "Notorious."
  • D. Nicole Avant
    Nicole Avant is an American film producer, former U.S. Ambassador to the Bahamas, and daughter of influential music executive Clarence Avant.
  • E. N'Bushe Wright
    N'Bushe Wright is an American actress and dancer best known for her roles in films such as "Blade" and "Dead Presidents," as well as the television series "New York Undercover."
  • 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: Aubrey Peeples
Triple: [Sharknado, hasCastMember, Aubrey Peeples]
Generated description
Aubrey Peeples is an American actress and singer best known for her roles in the TV series "Nashville" and films such as "Jem and the Holograms."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aubrey Peeples
Target entity description: Aubrey Peeples is an American actress and singer best known for her roles in the TV series "Nashville" and films such as "Jem and the Holograms."
  • A. Aubrey Jones
    Aubrey Jones was a British Conservative politician who served in senior government roles in the mid-20th century, notably in economic and industrial affairs.
  • B. Marley Shelton
    Marley Shelton is an American actress known for her roles in films such as "Planet Terror," "Never Been Kissed," and "Scream 4."
  • C. Naturi Naughton
    Naturi Naughton is an American singer and actress best known as a former member of the R&B group 3LW and for her roles in projects like the TV series "Power" and the film "Notorious."
  • D. Nicole Avant
    Nicole Avant is an American film producer, former U.S. Ambassador to the Bahamas, and daughter of influential music executive Clarence Avant.
  • E. N'Bushe Wright
    N'Bushe Wright is an American actress and dancer best known for her roles in films such as "Blade" and "Dead Presidents," as well as the television series "New York Undercover."
  • 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_69d81c583b0081909e408a17db517a21 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02460a688190a27874f8d35819c7 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7cfcf748190944ffea7582d4f66 completed May 7, 2026, 8:36 p.m.
NEDg Description generation batch_69fd0141a9408190ad2503d0c18b3f77 completed May 7, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69fd019ffff881908a9e62df81058b17 completed May 7, 2026, 9:18 p.m.
Created at: April 9, 2026, 10:11 p.m.