Triple

T15681719
Position Surface form Disambiguated ID Type / Status
Subject Ross Katz E377592 entity
Predicate notableWork P4 FINISHED
Object Adult Beginners
Adult Beginners is a 2014 indie dramedy film about a self-absorbed entrepreneur who moves in with his pregnant sister and her family after his startup collapses, exploring themes of maturity and family responsibility.
 E1171488 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: Adult Beginners | Statement: [Ross Katz, notableWork, Adult Beginners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Adult Beginners
Context triple: [Ross Katz, notableWork, Adult Beginners]
  • A. Beginners
    Beginners is a 2010 romantic comedy-drama film written and directed by Mike Mills, known for its heartfelt exploration of love, family, and late-in-life coming out.
  • B. Adult Education
    "Adult Education" is a 1983 pop-rock single by American musical duo Daryl Hall & John Oates, known for its catchy synth-driven sound and commentary on teenage pressures and expectations.
  • C. Adulthood
    Adulthood is a 2008 British urban crime drama film written and directed by Noel Clarke, serving as the sequel to Kidulthood and following the consequences of youth violence and redemption in West London.
  • D. Undergrads
    Undergrads is an animated television series that follows the comedic lives of four college freshmen navigating university life and young adulthood.
  • E. Young Co-operators
    Young Co-operators is the youth wing of the UK’s Co-operative Party, engaging young people in co-operative politics and activism.
  • 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: Adult Beginners
Triple: [Ross Katz, notableWork, Adult Beginners]
Generated description
Adult Beginners is a 2014 indie dramedy film about a self-absorbed entrepreneur who moves in with his pregnant sister and her family after his startup collapses, exploring themes of maturity and family responsibility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Adult Beginners
Target entity description: Adult Beginners is a 2014 indie dramedy film about a self-absorbed entrepreneur who moves in with his pregnant sister and her family after his startup collapses, exploring themes of maturity and family responsibility.
  • A. Beginners
    Beginners is a 2010 romantic comedy-drama film written and directed by Mike Mills, known for its heartfelt exploration of love, family, and late-in-life coming out.
  • B. Adult Education
    "Adult Education" is a 1983 pop-rock single by American musical duo Daryl Hall & John Oates, known for its catchy synth-driven sound and commentary on teenage pressures and expectations.
  • C. Adulthood
    Adulthood is a 2008 British urban crime drama film written and directed by Noel Clarke, serving as the sequel to Kidulthood and following the consequences of youth violence and redemption in West London.
  • D. Undergrads
    Undergrads is an animated television series that follows the comedic lives of four college freshmen navigating university life and young adulthood.
  • E. Young Co-operators
    Young Co-operators is the youth wing of the UK’s Co-operative Party, engaging young people in co-operative politics and activism.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f306a1c8190a819541a3cc51f5a completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ee2a33c81908fcd120ca670b309 completed May 9, 2026, 5:29 p.m.
NEDg Description generation batch_69ff6fd9c968819098b2552a9deb0445 completed May 9, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69ff708d42448190a53b90e00721eaa5 completed May 9, 2026, 5:36 p.m.
Created at: April 10, 2026, 4:16 a.m.