Triple

T3332312
Position Surface form Disambiguated ID Type / Status
Subject The Twilight Saga: Eclipse E70059 entity
Predicate character P662 FINISHED
Object Riley Biers
Riley Biers is a young vampire who leads Victoria’s newborn army and serves as a key antagonist in the film *The Twilight Saga: Eclipse*.
 E348057 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: Riley Biers | Statement: [The Twilight Saga: Eclipse, character, Riley Biers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Riley Biers
Context triple: [The Twilight Saga: Eclipse, character, Riley Biers]
  • A. Riley Andersen
    Riley Andersen is the young girl whose emotions are personified to explore her inner life in Pixar's animated film "Inside Out."
  • B. Bailey Olter
    Bailey Olter was a Micronesian politician who served as the second President of the Federated States of Micronesia in the early 1990s.
  • C. Hayden Schlossberg
    Hayden Schlossberg is an American screenwriter, director, and producer best known as a co-creator of the Harold & Kumar film series and the Cobra Kai television series.
  • D. Carter Pewterschmidt
    Carter Pewterschmidt is a wealthy, conservative industrialist and the domineering father of Lois Griffin on the animated television series Family Guy.
  • E. Dylan Schmid
    Dylan Schmid is a Canadian actor known for his roles in television series and films, often appearing in dramatic and genre projects.
  • 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: Riley Biers
Triple: [The Twilight Saga: Eclipse, character, Riley Biers]
Generated description
Riley Biers is a young vampire who leads Victoria’s newborn army and serves as a key antagonist in the film *The Twilight Saga: Eclipse*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Riley Biers
Target entity description: Riley Biers is a young vampire who leads Victoria’s newborn army and serves as a key antagonist in the film *The Twilight Saga: Eclipse*.
  • A. Riley Andersen
    Riley Andersen is the young girl whose emotions are personified to explore her inner life in Pixar's animated film "Inside Out."
  • B. Bailey Olter
    Bailey Olter was a Micronesian politician who served as the second President of the Federated States of Micronesia in the early 1990s.
  • C. Hayden Schlossberg
    Hayden Schlossberg is an American screenwriter, director, and producer best known as a co-creator of the Harold & Kumar film series and the Cobra Kai television series.
  • D. Carter Pewterschmidt
    Carter Pewterschmidt is a wealthy, conservative industrialist and the domineering father of Lois Griffin on the animated television series Family Guy.
  • E. Dylan Schmid
    Dylan Schmid is a Canadian actor known for his roles in television series and films, often appearing in dramatic and genre projects.
  • 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_69ad85a24f208190bcf83131bfed3521 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb19358e48190a503af01b92273a4 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a841c608190942e040c14f560d2 completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c37f3a08190823c32e8f933ce82 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31caa4e188190b4dfd613fdaebdb6 completed March 12, 2026, 8:06 p.m.
Created at: March 8, 2026, 3:12 p.m.