Triple

T3460227
Position Surface form Disambiguated ID Type / Status
Subject Planet Terror E73005 entity
Predicate starring P1507 FINISHED
Object Marley Shelton
Marley Shelton is an American actress known for her roles in films such as "Planet Terror," "Never Been Kissed," and "Scream 4."
E358569 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: Marley Shelton | Statement: [Planet Terror, starring, Marley Shelton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marley Shelton
Context triple: [Planet Terror, starring, Marley Shelton]
  • A. Laiyah Shannon Brown
    Laiyah Shannon Brown is the daughter of American R&B singer Monica and former NBA player Shannon Brown.
  • B. Farrah Abraham
    Farrah Abraham is an American reality television personality, author, and entrepreneur who first gained fame documenting her life as a young mother on MTV.
  • C. Nicole Avant
    Nicole Avant is an American film producer, former U.S. Ambassador to the Bahamas, and daughter of influential music executive Clarence Avant.
  • D. Youree Henley
    Youree Henley is a film producer known for his work on acclaimed independent and studio films, including the Fred Rogers–inspired drama "A Beautiful Day in the Neighborhood."
  • E. Keshia Knight Pulliam
    Keshia Knight Pulliam is an American actress best known for her childhood role as Rudy Huxtable on the hit sitcom "The Cosby Show."
  • 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: Marley Shelton
Triple: [Planet Terror, starring, Marley Shelton]
Generated description
Marley Shelton is an American actress known for her roles in films such as "Planet Terror," "Never Been Kissed," and "Scream 4."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marley Shelton
Target entity description: Marley Shelton is an American actress known for her roles in films such as "Planet Terror," "Never Been Kissed," and "Scream 4."
  • A. Laiyah Shannon Brown
    Laiyah Shannon Brown is the daughter of American R&B singer Monica and former NBA player Shannon Brown.
  • B. Farrah Abraham
    Farrah Abraham is an American reality television personality, author, and entrepreneur who first gained fame documenting her life as a young mother on MTV.
  • C. Nicole Avant
    Nicole Avant is an American film producer, former U.S. Ambassador to the Bahamas, and daughter of influential music executive Clarence Avant.
  • D. Youree Henley
    Youree Henley is a film producer known for his work on acclaimed independent and studio films, including the Fred Rogers–inspired drama "A Beautiful Day in the Neighborhood."
  • E. Keshia Knight Pulliam
    Keshia Knight Pulliam is an American actress best known for her childhood role as Rudy Huxtable on the hit sitcom "The Cosby Show."
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbae5ff848190880fa416a123bc4a completed March 8, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69b361093d288190a023e8485265a989 completed March 13, 2026, 12:57 a.m.
NEDg Description generation batch_69b361958fd88190bd4a8d9837af6610 completed March 13, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b362310884819082a59ab92fe05fdd completed March 13, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:17 p.m.