Triple

T13020472
Position Surface form Disambiguated ID Type / Status
Subject Matt Walsh E326156 entity
Predicate directed P7373 FINISHED
Object A Better You
A Better You is a 2014 American comedy film, co-written by and starring Matt Walsh, about a hypnotherapist whose life and practice spiral into absurdity.
 E1014731 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: A Better You | Statement: [Matt Walsh, directed, A Better You]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Better You
Context triple: [Matt Walsh, directed, A Better You]
  • A. The Better Me
    "The Better Me" is a motivational track from the podcast "On Purpose" that focuses on personal growth and self-improvement.
  • B. The New You
    The New You is a self-help and personal transformation book that offers guidance on changing habits, mindset, and lifestyle to create a more fulfilling life.
  • C. Better Than Being You
    "Better Than Being You" is a punk rock song by Marky Ramone and the Intruders, showcasing the fast, melodic style associated with the former Ramones drummer.
  • D. Whole New You
    Whole New You is a folk-pop album by American singer-songwriter Shawn Colvin, showcasing her introspective lyrics and melodic, acoustic-driven sound.
  • E. Better and Worse
    "Better and Worse" is a song by the band On Purpose.
  • 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: A Better You
Triple: [Matt Walsh, directed, A Better You]
Generated description
A Better You is a 2014 American comedy film, co-written by and starring Matt Walsh, about a hypnotherapist whose life and practice spiral into absurdity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Better You
Target entity description: A Better You is a 2014 American comedy film, co-written by and starring Matt Walsh, about a hypnotherapist whose life and practice spiral into absurdity.
  • A. The Better Me
    "The Better Me" is a motivational track from the podcast "On Purpose" that focuses on personal growth and self-improvement.
  • B. The New You
    The New You is a self-help and personal transformation book that offers guidance on changing habits, mindset, and lifestyle to create a more fulfilling life.
  • C. Better Than Being You
    "Better Than Being You" is a punk rock song by Marky Ramone and the Intruders, showcasing the fast, melodic style associated with the former Ramones drummer.
  • D. Whole New You
    Whole New You is a folk-pop album by American singer-songwriter Shawn Colvin, showcasing her introspective lyrics and melodic, acoustic-driven sound.
  • E. Better and Worse
    "Better and Worse" is a song by the band On Purpose.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ecf21bc819082fb512bc479b4be completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c116423881908d0de1e04904fbc3 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c20aff008190a1a10ac02ed08726 completed May 3, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f6c2de143c81908164f5df2b92e5c3 completed May 3, 2026, 3:37 a.m.
Created at: April 9, 2026, 8:51 p.m.