Triple

T11583000
Position Surface form Disambiguated ID Type / Status
Subject Randall Park E274675 entity
Predicate notableWork P4 FINISHED
Object Shortcomings
"Shortcomings" is a 2023 romantic dramedy film, adapted from Adrian Tomine’s graphic novel, that follows a struggling filmmaker in the Bay Area and New York as he navigates relationships, identity, and cultural expectations.
 E934825 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: Shortcomings | Statement: [Randall Park, notableWork, Shortcomings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shortcomings
Context triple: [Randall Park, notableWork, Shortcomings]
  • A. Lack
    Lack is a fictional duckling character known primarily by the simple, single-word name "Lack."
  • B. Does Not Suffice
    "Does Not Suffice" is a song by Joanna Newsom from her 2010 album *Have One on Me*, noted for its intimate piano arrangement and emotionally raw, narrative lyrics.
  • C. Not Strong Enough
    "Not Strong Enough" is a song by the American rock band Apocalyptica, known for blending metal with classical cello arrangements.
  • D. Better and Worse
    "Better and Worse" is a song by the band On Purpose.
  • E. Incomplete
    "Incomplete" is a 2005 pop ballad by the Backstreet Boys that marked their comeback by showcasing a more mature sound and emotional depth.
  • 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: Shortcomings
Triple: [Randall Park, notableWork, Shortcomings]
Generated description
"Shortcomings" is a 2023 romantic dramedy film, adapted from Adrian Tomine’s graphic novel, that follows a struggling filmmaker in the Bay Area and New York as he navigates relationships, identity, and cultural expectations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shortcomings
Target entity description: "Shortcomings" is a 2023 romantic dramedy film, adapted from Adrian Tomine’s graphic novel, that follows a struggling filmmaker in the Bay Area and New York as he navigates relationships, identity, and cultural expectations.
  • A. Lack
    Lack is a fictional duckling character known primarily by the simple, single-word name "Lack."
  • B. Does Not Suffice
    "Does Not Suffice" is a song by Joanna Newsom from her 2010 album *Have One on Me*, noted for its intimate piano arrangement and emotionally raw, narrative lyrics.
  • C. Not Strong Enough
    "Not Strong Enough" is a song by the American rock band Apocalyptica, known for blending metal with classical cello arrangements.
  • D. Better and Worse
    "Better and Worse" is a song by the band On Purpose.
  • E. Incomplete
    "Incomplete" is a 2005 pop ballad by the Backstreet Boys that marked their comeback by showcasing a more mature sound and emotional depth.
  • 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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904db5748190ae5f10ae86ccdf46 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e7142d442c8190a48372e0e17db517 completed April 21, 2026, 6:07 a.m.
NEDg Description generation batch_69e720fb192881909c129f93c8b88f42 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e7233efb6c81909dbf1aef080f5598 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.