Triple

T14633886
Position Surface form Disambiguated ID Type / Status
Subject At. Long. Last. A$AP E343550 entity
Predicate hasPart P35 FINISHED
Object Better Things
"Better Things" is a track by A$AP Rocky, known for its introspective lyrics and atmospheric production on his album *At. Long. Last. A$AP*.
E1110667 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: Better Things | Statement: [At. Long. Last. A$AP, hasPart, Better Things]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Better Things
Context triple: [At. Long. Last. A$AP, hasPart, Better Things]
  • A. 20th Century Women
    20th Century Women is a 2016 coming-of-age comedy-drama film written and directed by Mike Mills that explores the lives of a teenage boy and the women who help raise him in late-1970s California.
  • B. Obvious Child
    Obvious Child is a 2014 indie romantic comedy-drama film starring Jenny Slate as a struggling stand-up comedian dealing with an unplanned pregnancy and abortion with humor and honesty.
  • C. Frances Ha
    Frances Ha is a 2012 black-and-white indie comedy-drama film directed by Noah Baumbach and co-written by and starring Greta Gerwig, following a young woman’s aimless yet hopeful life in New York City.
  • D. Shiva Baby
    Shiva Baby is a darkly comedic independent film that follows a young bisexual woman navigating mounting personal and familial tensions during a chaotic Jewish funeral service.
  • E. Licorice Pizza
    Licorice Pizza is a 2021 coming-of-age comedy-drama film written and directed by Paul Thomas Anderson, set in 1970s San Fernando Valley and following the evolving relationship between a teenage actor and an older young woman.
  • 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: Better Things
Triple: [At. Long. Last. A$AP, hasPart, Better Things]
Generated description
"Better Things" is a track by A$AP Rocky, known for its introspective lyrics and atmospheric production on his album *At. Long. Last. A$AP*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Better Things
Target entity description: "Better Things" is a track by A$AP Rocky, known for its introspective lyrics and atmospheric production on his album *At. Long. Last. A$AP*.
  • A. 20th Century Women
    20th Century Women is a 2016 coming-of-age comedy-drama film written and directed by Mike Mills that explores the lives of a teenage boy and the women who help raise him in late-1970s California.
  • B. Obvious Child
    Obvious Child is a 2014 indie romantic comedy-drama film starring Jenny Slate as a struggling stand-up comedian dealing with an unplanned pregnancy and abortion with humor and honesty.
  • C. Frances Ha
    Frances Ha is a 2012 black-and-white indie comedy-drama film directed by Noah Baumbach and co-written by and starring Greta Gerwig, following a young woman’s aimless yet hopeful life in New York City.
  • D. Shiva Baby
    Shiva Baby is a darkly comedic independent film that follows a young bisexual woman navigating mounting personal and familial tensions during a chaotic Jewish funeral service.
  • E. Licorice Pizza
    Licorice Pizza is a 2021 coming-of-age comedy-drama film written and directed by Paul Thomas Anderson, set in 1970s San Fernando Valley and following the evolving relationship between a teenage actor and an older young woman.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4aa7cb48190b008bd6b0e162c89 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda933937881909f3cf59fba878dfd completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb3efb4fc8190bca7469d89a66a85 completed May 8, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_69fdb48b5ca08190be61da2fdb7dbce4 completed May 8, 2026, 10:01 a.m.
Created at: April 10, 2026, 1:26 a.m.