Triple

T14162863
Position Surface form Disambiguated ID Type / Status
Subject Beautiful Creatures E350991 entity
Predicate mainCharacter P1183 FINISHED
Object Lena Duchannes
Lena Duchannes is a powerful young Caster struggling with a family curse and forbidden love in the supernatural Southern Gothic world of the *Beautiful Creatures* series.
E1083178 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: Lena Duchannes | Statement: [Beautiful Creatures, mainCharacter, Lena Duchannes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lena Duchannes
Context triple: [Beautiful Creatures, mainCharacter, Lena Duchannes]
  • A. Lena Grove
    Lena Grove is a central character in William Faulkner's novel "Light in August," known for her determined journey to Jefferson, Mississippi while pregnant and searching for the father of her child.
  • B. Lena Ellison
    Lena Ellison is a notable individual associated with the Ellison surname, recognized enough to be specifically cited as a bearer of the name.
  • C. Lena Hall
    Lena Hall is a Tony Award–winning American actress and singer best known for her acclaimed performance in the Broadway revival of the rock musical "Hedwig and the Angry Inch."
  • D. Lena Raine
    Lena Raine is a composer and producer best known for her atmospheric and emotional video game soundtracks, including work on titles like Celeste and Minecraft.
  • E. Lorraine Bruce
    Lorraine Bruce is a British actress best known for her role as Denise Simpson in the BBC drama series "The Syndicate."
  • 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: Lena Duchannes
Triple: [Beautiful Creatures, mainCharacter, Lena Duchannes]
Generated description
Lena Duchannes is a powerful young Caster struggling with a family curse and forbidden love in the supernatural Southern Gothic world of the *Beautiful Creatures* series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lena Duchannes
Target entity description: Lena Duchannes is a powerful young Caster struggling with a family curse and forbidden love in the supernatural Southern Gothic world of the *Beautiful Creatures* series.
  • A. Lena Grove
    Lena Grove is a central character in William Faulkner's novel "Light in August," known for her determined journey to Jefferson, Mississippi while pregnant and searching for the father of her child.
  • B. Lena Ellison
    Lena Ellison is a notable individual associated with the Ellison surname, recognized enough to be specifically cited as a bearer of the name.
  • C. Lena Hall
    Lena Hall is a Tony Award–winning American actress and singer best known for her acclaimed performance in the Broadway revival of the rock musical "Hedwig and the Angry Inch."
  • D. Lena Raine
    Lena Raine is a composer and producer best known for her atmospheric and emotional video game soundtracks, including work on titles like Celeste and Minecraft.
  • E. Lorraine Bruce
    Lorraine Bruce is a British actress best known for her role as Denise Simpson in the BBC drama series "The Syndicate."
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de613a4a2081908fd51bf4b4d82b6c completed April 14, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7f3170481909f3981c1e56235d9 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fcfe9debe08190b9943f941f1b8813 completed May 7, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_69fcff29f7608190b4b7d24fc1e011bf completed May 7, 2026, 9:07 p.m.
Created at: April 10, 2026, 12:59 a.m.