Triple

T3009875
Position Surface form Disambiguated ID Type / Status
Subject Uncharted (film) E81989 entity
Predicate mainCharacter P1183 FINISHED
Object Chloe Frazer
Chloe Frazer is a witty, resourceful treasure hunter and thief in the Uncharted franchise, known for her sharp tongue, moral ambiguity, and complex relationship with protagonist Nathan Drake.
E322171 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: Chloe Frazer | Statement: [Uncharted (film), mainCharacter, Chloe Frazer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chloe Frazer
Context triple: [Uncharted (film), mainCharacter, Chloe Frazer]
  • A. Chloe Wojin
    Chloe Wojin is the daughter of Google co-founder Sergey Brin and biotech entrepreneur Anne Wojcicki.
  • B. Cydney Daly
    Cydney Daly is known as the daughter of Hall of Fame NBA coach Chuck Daly.
  • C. Hadley Beeman
    Hadley Beeman is a web standards and technology governance expert known for her leadership within the World Wide Web Consortium (W3C) and related digital policy initiatives.
  • D. Hayley McFarland
    Hayley McFarland is an American actress best known for her roles in horror and drama projects, including a supporting role in the film "The Conjuring" and appearances on television series such as "Lie to Me."
  • E. Bethany Balcer
    Bethany Balcer is an American professional soccer forward known for her prolific goal scoring in the National Women's Soccer League.
  • 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: Chloe Frazer
Triple: [Uncharted (film), mainCharacter, Chloe Frazer]
Generated description
Chloe Frazer is a witty, resourceful treasure hunter and thief in the Uncharted franchise, known for her sharp tongue, moral ambiguity, and complex relationship with protagonist Nathan Drake.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chloe Frazer
Target entity description: Chloe Frazer is a witty, resourceful treasure hunter and thief in the Uncharted franchise, known for her sharp tongue, moral ambiguity, and complex relationship with protagonist Nathan Drake.
  • A. Chloe Wojin
    Chloe Wojin is the daughter of Google co-founder Sergey Brin and biotech entrepreneur Anne Wojcicki.
  • B. Cydney Daly
    Cydney Daly is known as the daughter of Hall of Fame NBA coach Chuck Daly.
  • C. Hadley Beeman
    Hadley Beeman is a web standards and technology governance expert known for her leadership within the World Wide Web Consortium (W3C) and related digital policy initiatives.
  • D. Hayley McFarland
    Hayley McFarland is an American actress best known for her roles in horror and drama projects, including a supporting role in the film "The Conjuring" and appearances on television series such as "Lie to Me."
  • E. Bethany Balcer
    Bethany Balcer is an American professional soccer forward known for her prolific goal scoring in the National Women's Soccer League.
  • 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_69ad8b1c4de88190a83b7cefaa1f2842 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a4ccbf08190a7580c9e758804d0 completed March 8, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1eee3e7dc8190941407d73fc56e0f completed March 11, 2026, 10:38 p.m.
NEDg Description generation batch_69b1ef69d49c81908caa41a80718896b completed March 11, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69b1f05e44e08190be8b194938b6c1c7 completed March 11, 2026, 10:44 p.m.
Created at: March 8, 2026, 3 p.m.