Triple

T10047302
Position Surface form Disambiguated ID Type / Status
Subject Arielle Kebbel E207647 entity
Predicate notableWork P4 FINISHED
Object After Ever Happy
After Ever Happy is a romantic drama film in the "After" series, continuing the tumultuous love story of Tessa Young and Hardin Scott.
E837688 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: After Ever Happy | Statement: [Arielle Kebbel, notableWork, After Ever Happy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: After Ever Happy
Context triple: [Arielle Kebbel, notableWork, After Ever Happy]
  • A. Another Happy Day
    Another Happy Day is a 2011 independent drama film about a dysfunctional family reunion, noted for its darkly comedic tone and Ellen Barkin’s acclaimed lead performance.
  • B. Getting to Happy
    Getting to Happy is a 2010 novel by Terry McMillan that revisits the lives of the four friends from Waiting to Exhale as they navigate middle age, love, loss, and personal renewal.
  • C. Happiness Begins
    Happiness Begins is a 2019 pop album by the Jonas Brothers that marked their comeback after a six-year hiatus.
  • D. Letting Off the Happiness
    Letting Off the Happiness is an early studio album by indie rock band Bright Eyes, showcasing their lo-fi, emotionally raw songwriting style that helped define their emerging sound.
  • E. Double Happiness
    Double Happiness is a 1994 Canadian coming-of-age drama film in which Sandra Oh plays a young Chinese-Canadian woman struggling to balance her own aspirations with her traditional family's expectations.
  • 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: After Ever Happy
Triple: [Arielle Kebbel, notableWork, After Ever Happy]
Generated description
After Ever Happy is a romantic drama film in the "After" series, continuing the tumultuous love story of Tessa Young and Hardin Scott.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: After Ever Happy
Target entity description: After Ever Happy is a romantic drama film in the "After" series, continuing the tumultuous love story of Tessa Young and Hardin Scott.
  • A. Another Happy Day
    Another Happy Day is a 2011 independent drama film about a dysfunctional family reunion, noted for its darkly comedic tone and Ellen Barkin’s acclaimed lead performance.
  • B. Getting to Happy
    Getting to Happy is a 2010 novel by Terry McMillan that revisits the lives of the four friends from Waiting to Exhale as they navigate middle age, love, loss, and personal renewal.
  • C. Happiness Begins
    Happiness Begins is a 2019 pop album by the Jonas Brothers that marked their comeback after a six-year hiatus.
  • D. Letting Off the Happiness
    Letting Off the Happiness is an early studio album by indie rock band Bright Eyes, showcasing their lo-fi, emotionally raw songwriting style that helped define their emerging sound.
  • E. Double Happiness
    Double Happiness is a 1994 Canadian coming-of-age drama film in which Sandra Oh plays a young Chinese-Canadian woman struggling to balance her own aspirations with her traditional family's expectations.
  • 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_69ca835ad0608190b7c80b292da004f5 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcf664dd881908786fcd802bf10da completed April 2, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d282888bac81909ccb5db5724c416d completed April 5, 2026, 3:40 p.m.
NEDg Description generation batch_69d28391f8fc8190964cdccaf5625617 completed April 5, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69d284604dc88190b452ee847d3390dd completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:56 p.m.