Triple

T3760009
Position Surface form Disambiguated ID Type / Status
Subject Ryan Bingham E82137 entity
Predicate interactsWith P3970 FINISHED
Object Natalie Keener
Natalie Keener is a young, ambitious corporate downsizing consultant in the film "Up in the Air," whose modern, efficiency-driven outlook clashes with and ultimately reshapes Ryan Bingham’s worldview.
 E459974 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: Natalie Keener | Statement: [Ryan Bingham, interactsWith, Natalie Keener]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Natalie Keener
Context triple: [Ryan Bingham, interactsWith, Natalie Keener]
  • A. Natalie Teeger
    Natalie Teeger is a main character on the television series "Monk," serving as Adrian Monk’s loyal assistant and later becoming his close friend and confidante.
  • B. Natalie Schafer
    Natalie Schafer was an American actress best known for playing the wealthy and daffy Lovey Howell on the classic television sitcom "Gilligan's Island."
  • C. Madeline Neroni
    Madeline Neroni is a captivating, manipulative, and physically disabled beauty in Anthony Trollope’s novel "Barchester Towers," known for using her charm and wit to influence the social and romantic intrigues around her.
  • D. Natalie Green
    Natalie Green is a cheerful, quick-witted student and aspiring writer who serves as one of the core teen characters on the classic TV sitcom "The Facts of Life."
  • E. Lauren Nourse
    Lauren Nourse is an Australian former netball player best known for her career with the Queensland Firebirds in the ANZ Championship.
  • 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: Natalie Keener
Triple: [Ryan Bingham, interactsWith, Natalie Keener]
Generated description
Natalie Keener is a young, ambitious corporate downsizing consultant in the film "Up in the Air," whose modern, efficiency-driven outlook clashes with and ultimately reshapes Ryan Bingham’s worldview.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Natalie Keener
Target entity description: Natalie Keener is a young, ambitious corporate downsizing consultant in the film "Up in the Air," whose modern, efficiency-driven outlook clashes with and ultimately reshapes Ryan Bingham’s worldview.
  • A. Natalie Teeger
    Natalie Teeger is a main character on the television series "Monk," serving as Adrian Monk’s loyal assistant and later becoming his close friend and confidante.
  • B. Natalie Schafer
    Natalie Schafer was an American actress best known for playing the wealthy and daffy Lovey Howell on the classic television sitcom "Gilligan's Island."
  • C. Madeline Neroni
    Madeline Neroni is a captivating, manipulative, and physically disabled beauty in Anthony Trollope’s novel "Barchester Towers," known for using her charm and wit to influence the social and romantic intrigues around her.
  • D. Natalie Green
    Natalie Green is a cheerful, quick-witted student and aspiring writer who serves as one of the core teen characters on the classic TV sitcom "The Facts of Life."
  • E. Lauren Nourse
    Lauren Nourse is an Australian former netball player best known for her career with the Queensland Firebirds in the ANZ Championship.
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbc3d3f48190974cec104080949f completed March 8, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69be031d16a08190b84524b7153f7f85 completed March 21, 2026, 2:31 a.m.
NEDg Description generation batch_69be040a8b248190b31ac61e5b2eb1ac completed March 21, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69be04c76d908190becee3d88aa0e1a0 completed March 21, 2026, 2:39 a.m.
Created at: March 8, 2026, 3:35 p.m.