Triple

T6817321
Position Surface form Disambiguated ID Type / Status
Subject Michael Barnathan E156798 entity
Predicate notableWork P4 FINISHED
Object I Love You, Beth Cooper
"I Love You, Beth Cooper" is a 2009 teen romantic comedy film, based on Larry Doyle’s novel, about a high school valedictorian who confesses his love to a popular cheerleader during his graduation speech, leading to a chaotic night of adventures.
E621751 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: I Love You, Beth Cooper | Statement: [Michael Barnathan, notableWork, I Love You, Beth Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I Love You, Beth Cooper
Context triple: [Michael Barnathan, notableWork, I Love You, Beth Cooper]
  • A. Sincerely, Me
    "Sincerely, Me" is a comedic, upbeat song from the Broadway musical *Dear Evan Hansen* that features characters fabricating cheerful emails to cover up uncomfortable truths.
  • B. Love, Inc.
    Love, Inc. is an American television sitcom that follows a group of dating consultants as they help clients find love while navigating their own romantic lives.
  • C. Yours Truly
    "Yours Truly" is the 2013 debut studio album by American singer Ariana Grande, blending pop and R&B with strong 1990s influences and showcasing her vocal range.
  • D. The Babysitters
    The Babysitters is a poem by Sylvia Plath that reflects her characteristic blend of domestic imagery and psychological intensity.
  • E. Sixteen Going on Seventeen
    "Sixteen Going on Seventeen" is a popular song from the 1959 Rodgers and Hammerstein musical *The Sound of Music*, known for its duet between the characters Liesl and Rolf.
  • 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: I Love You, Beth Cooper
Triple: [Michael Barnathan, notableWork, I Love You, Beth Cooper]
Generated description
"I Love You, Beth Cooper" is a 2009 teen romantic comedy film, based on Larry Doyle’s novel, about a high school valedictorian who confesses his love to a popular cheerleader during his graduation speech, leading to a chaotic night of adventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I Love You, Beth Cooper
Target entity description: "I Love You, Beth Cooper" is a 2009 teen romantic comedy film, based on Larry Doyle’s novel, about a high school valedictorian who confesses his love to a popular cheerleader during his graduation speech, leading to a chaotic night of adventures.
  • A. Sincerely, Me
    "Sincerely, Me" is a comedic, upbeat song from the Broadway musical *Dear Evan Hansen* that features characters fabricating cheerful emails to cover up uncomfortable truths.
  • B. Love, Inc.
    Love, Inc. is an American television sitcom that follows a group of dating consultants as they help clients find love while navigating their own romantic lives.
  • C. Yours Truly
    "Yours Truly" is the 2013 debut studio album by American singer Ariana Grande, blending pop and R&B with strong 1990s influences and showcasing her vocal range.
  • D. The Babysitters
    The Babysitters is a poem by Sylvia Plath that reflects her characteristic blend of domestic imagery and psychological intensity.
  • E. Sixteen Going on Seventeen
    "Sixteen Going on Seventeen" is a popular song from the 1959 Rodgers and Hammerstein musical *The Sound of Music*, known for its duet between the characters Liesl and Rolf.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d354177481908ab3cf5437c095e2 completed March 27, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723e0c62c8190b3b3b092ea48d4c5 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c7247806808190ac60c134cec612c8 completed March 28, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c72536c4808190b9012e282cf02da4 completed March 28, 2026, 12:47 a.m.
Created at: March 27, 2026, 2:17 p.m.