Triple

T13930611
Position Surface form Disambiguated ID Type / Status
Subject Almost Christmas E334978 entity
Predicate castMember P1668 FINISHED
Object Marley Taylor
Marley Taylor is an actress known for appearing in the holiday comedy film "Almost Christmas."
E1086373 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 Taylor | Statement: [Almost Christmas, castMember, Marley Taylor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marley Taylor
Context triple: [Almost Christmas, castMember, Marley Taylor]
  • A. Jaleesa Vinson
    Jaleesa Vinson is a mature, independent college student and later career woman on the sitcom "A Different World," known for her no-nonsense attitude and role as a supportive friend and mentor.
  • B. Imani Duckett
    Imani Duckett is the daughter of actress Jasmine Guy and has occasionally appeared in the public eye through her mother's prominence in film and television.
  • C. Melika Williams
    Melika Williams is the mother of Landon Brown, the son of singer Bobby Brown.
  • D. 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."
  • E. Aisha Morris
    Aisha Morris is the daughter of musician Stevie Wonder, widely known as the baby celebrated in his song "Isn't She Lovely."
  • 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 Taylor
Triple: [Almost Christmas, castMember, Marley Taylor]
Generated description
Marley Taylor is an actress known for appearing in the holiday comedy film "Almost Christmas."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marley Taylor
Target entity description: Marley Taylor is an actress known for appearing in the holiday comedy film "Almost Christmas."
  • A. Jaleesa Vinson
    Jaleesa Vinson is a mature, independent college student and later career woman on the sitcom "A Different World," known for her no-nonsense attitude and role as a supportive friend and mentor.
  • B. Imani Duckett
    Imani Duckett is the daughter of actress Jasmine Guy and has occasionally appeared in the public eye through her mother's prominence in film and television.
  • C. Melika Williams
    Melika Williams is the mother of Landon Brown, the son of singer Bobby Brown.
  • D. 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."
  • E. Aisha Morris
    Aisha Morris is the daughter of musician Stevie Wonder, widely known as the baby celebrated in his song "Isn't She Lovely."
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf13b2881908a48058a719d3745 completed April 14, 2026, 12:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd192b5e508190b2d385657f9e358f completed May 7, 2026, 10:58 p.m.
NEDg Description generation batch_69fd1d0485bc8190a9cecca630f995db completed May 7, 2026, 11:15 p.m.
NED2 Entity disambiguation (via description) batch_69fd1dedc3dc8190a2f5868a4a30ba1b completed May 7, 2026, 11:19 p.m.
Created at: April 9, 2026, 10:16 p.m.