Triple

T15699706
Position Surface form Disambiguated ID Type / Status
Subject Lara Flynn Boyle E380561 entity
Predicate appearedIn P795 FINISHED
Object Happiness (film)
Happiness is a 1998 dark comedy-drama film written and directed by Todd Solondz that interweaves the disturbing and tragic lives of several New Jersey residents.
 E1171943 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: Happiness (film) | Statement: [Lara Flynn Boyle, appearedIn, Happiness (film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Happiness (film)
Context triple: [Lara Flynn Boyle, appearedIn, Happiness (film)]
  • A. Happiness (TV series)
    Happiness is a British radio and television comedy series created by and starring Paul Whitehouse, following the midlife crises and everyday struggles of a successful voice-over artist.
  • B. "Happiness"
    "Happiness" is a 1979 upbeat R&B/disco song by The Pointer Sisters known for its joyful energy and soulful harmonies.
  • C. "Happiness"
    "Happiness" is a popular song by the South Korean boy band Passion, known for its upbeat melody and uplifting, feel-good lyrics.
  • D. Happiness Is
    "Happiness Is" was the light-hearted, upbeat musical theme used for the halftime show of Super Bowl VII.
  • E. Felicità
    Felicità is a popular 1982 Italian pop song performed by the duo Al Bano and Romina Power that became one of their signature hits.
  • 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: Happiness (film)
Triple: [Lara Flynn Boyle, appearedIn, Happiness (film)]
Generated description
Happiness is a 1998 dark comedy-drama film written and directed by Todd Solondz that interweaves the disturbing and tragic lives of several New Jersey residents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Happiness (film)
Target entity description: Happiness is a 1998 dark comedy-drama film written and directed by Todd Solondz that interweaves the disturbing and tragic lives of several New Jersey residents.
  • A. Happiness (TV series)
    Happiness is a British radio and television comedy series created by and starring Paul Whitehouse, following the midlife crises and everyday struggles of a successful voice-over artist.
  • B. "Happiness"
    "Happiness" is a 1979 upbeat R&B/disco song by The Pointer Sisters known for its joyful energy and soulful harmonies.
  • C. "Happiness"
    "Happiness" is a popular song by the South Korean boy band Passion, known for its upbeat melody and uplifting, feel-good lyrics.
  • D. Happiness Is
    "Happiness Is" was the light-hearted, upbeat musical theme used for the halftime show of Super Bowl VII.
  • E. Felicità
    Felicità is a popular 1982 Italian pop song performed by the duo Al Bano and Romina Power that became one of their signature hits.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f6d71308190971c10c599da9645 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff75756ecc8190bd2123ddfd080fd1 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff763d40348190bf102da746420390 completed May 9, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ff76ec45948190bee47609c0d2fd10 completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.