Triple

T6954362
Position Surface form Disambiguated ID Type / Status
Subject Before I Fall E161204 entity
Predicate mainCharacter P1183 FINISHED
Object Samantha Kingston
Samantha Kingston is the teenage protagonist of Lauren Oliver's novel "Before I Fall," who relives the last day of her life multiple times and gradually confronts her own flaws and the consequences of her actions.
E630777 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: Samantha Kingston | Statement: [Before I Fall, mainCharacter, Samantha Kingston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samantha Kingston
Context triple: [Before I Fall, mainCharacter, Samantha Kingston]
  • A. Marise La Noue
    Marise La Noue is the central female protagonist of the 1924 silent drama film "The Red Lily."
  • B. Jacinda Barrett
    Jacinda Barrett is an Australian-American actress and former model known for her roles in films such as "Bridget Jones: The Edge of Reason" and the TV series "Suits."
  • C. Rachel Stevens
    Rachel Stevens is an English singer, actress, and television personality best known as a member of the pop group S Club 7 and for her subsequent solo music career.
  • D. Amanda Luxon
    Amanda Luxon is the wife of New Zealand politician and business leader Christopher Luxon.
  • E. Melanie Oliver
    Melanie Oliver is a film editor known for her work on major feature films and television projects, including the 2019 adaptation of "Cats."
  • 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: Samantha Kingston
Triple: [Before I Fall, mainCharacter, Samantha Kingston]
Generated description
Samantha Kingston is the teenage protagonist of Lauren Oliver's novel "Before I Fall," who relives the last day of her life multiple times and gradually confronts her own flaws and the consequences of her actions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samantha Kingston
Target entity description: Samantha Kingston is the teenage protagonist of Lauren Oliver's novel "Before I Fall," who relives the last day of her life multiple times and gradually confronts her own flaws and the consequences of her actions.
  • A. Marise La Noue
    Marise La Noue is the central female protagonist of the 1924 silent drama film "The Red Lily."
  • B. Jacinda Barrett
    Jacinda Barrett is an Australian-American actress and former model known for her roles in films such as "Bridget Jones: The Edge of Reason" and the TV series "Suits."
  • C. Rachel Stevens
    Rachel Stevens is an English singer, actress, and television personality best known as a member of the pop group S Club 7 and for her subsequent solo music career.
  • D. Amanda Luxon
    Amanda Luxon is the wife of New Zealand politician and business leader Christopher Luxon.
  • E. Melanie Oliver
    Melanie Oliver is a film editor known for her work on major feature films and television projects, including the 2019 adaptation of "Cats."
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dace1a94819095311e4288f01784 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75883f6888190a75515be49e7879e completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c759a5eebc8190934ea04a2ce20287 completed March 28, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c75a19d27c819089cfa625dfccfe6f completed March 28, 2026, 4:33 a.m.
Created at: March 27, 2026, 2:29 p.m.