Triple

T13581500
Position Surface form Disambiguated ID Type / Status
Subject FX on Hulu E324427 entity
Predicate hasNotableSeries P3199 FINISHED
Object Class of '09
Class of '09 is a psychological thriller drama miniseries that follows a group of FBI agents from the same academy class across multiple timelines as they confront the rise of artificial intelligence in law enforcement.
E1048685 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: Class of '09 | Statement: [FX on Hulu, hasNotableSeries, Class of '09]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Class of '09
Context triple: [FX on Hulu, hasNotableSeries, Class of '09]
  • A. Class of 1999
    Class of 1999 is a 1990 science fiction action film set in a dystopian future where violent high school gangs clash with deadly android teachers.
  • B. The Class
    The Class is an American television sitcom that follows a group of former third-grade classmates who reconnect as adults, known in part for featuring actress Lucy Punch among its ensemble cast.
  • C. In School
    In School is a non-fiction book by former NHL goaltender and Canadian politician Ken Dryden that examines the challenges and possibilities of the modern education system.
  • D. Back to School
    Back to School is a 1986 comedy film starring Rodney Dangerfield as a wealthy businessman who enrolls in college alongside his son, featuring Burt Young in a supporting role.
  • E. The Freshman
    The Freshman is a 1990 comedy film starring Matthew Broderick and Marlon Brando, known for its satirical take on mob movies and Brando’s self-parodying role.
  • 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: Class of '09
Triple: [FX on Hulu, hasNotableSeries, Class of '09]
Generated description
Class of '09 is a psychological thriller drama miniseries that follows a group of FBI agents from the same academy class across multiple timelines as they confront the rise of artificial intelligence in law enforcement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Class of '09
Target entity description: Class of '09 is a psychological thriller drama miniseries that follows a group of FBI agents from the same academy class across multiple timelines as they confront the rise of artificial intelligence in law enforcement.
  • A. Class of 1999
    Class of 1999 is a 1990 science fiction action film set in a dystopian future where violent high school gangs clash with deadly android teachers.
  • B. The Class
    The Class is an American television sitcom that follows a group of former third-grade classmates who reconnect as adults, known in part for featuring actress Lucy Punch among its ensemble cast.
  • C. In School
    In School is a non-fiction book by former NHL goaltender and Canadian politician Ken Dryden that examines the challenges and possibilities of the modern education system.
  • D. Back to School
    Back to School is a 1986 comedy film starring Rodney Dangerfield as a wealthy businessman who enrolls in college alongside his son, featuring Burt Young in a supporting role.
  • E. The Freshman
    The Freshman is a 1990 comedy film starring Matthew Broderick and Marlon Brando, known for its satirical take on mob movies and Brando’s self-parodying role.
  • 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_69d80769100c819099111274614f5ed2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb031e8048190a5f2ea934308036c completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bbf946c8190ba3d2b87cb11dc9d completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77642e4b881909915c686a0d6c6fa completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f778f01700819099c3e9cbc84f29e4 completed May 3, 2026, 4:33 p.m.
Created at: April 9, 2026, 9:48 p.m.