Triple

T13680272
Position Surface form Disambiguated ID Type / Status
Subject Herbert Kohl E327980 entity
Predicate notableWork P4 FINISHED
Object I Won’t Learn from You
"I Won’t Learn from You" is an influential educational essay by Herbert Kohl that explores how students’ refusal to learn can be a conscious, principled act of resistance rather than simple failure or inability.
E1055533 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: I Won’t Learn from You | Statement: [Herbert Kohl, notableWork, I Won’t Learn from You]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I Won’t Learn from You
Context triple: [Herbert Kohl, notableWork, I Won’t Learn from You]
  • A. I Never Learn
    I Never Learn is a melancholic, emotionally raw indie pop album by Swedish singer-songwriter Lykke Li, known for its sparse production and themes of heartbreak and loss.
  • B. What I've Learned
    "What I've Learned" is a long-running Esquire magazine feature in which notable figures share personal insights, life lessons, and reflections in a first-person, quote-driven format.
  • C. Will But You Won’t
    "Will But You Won’t" is a track by The Hives from their album "Main Offender," showcasing the band’s energetic garage rock style.
  • D. You Learn to Live Without
    "You Learn to Live Without" is an emotional ballad from the Broadway musical *If/Then*, reflecting themes of loss, resilience, and moving forward.
  • E. You Won't Find This
    "You Won't Find This" is a track featured on the album *Play On* by country singer Carrie Underwood.
  • 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: I Won’t Learn from You
Triple: [Herbert Kohl, notableWork, I Won’t Learn from You]
Generated description
"I Won’t Learn from You" is an influential educational essay by Herbert Kohl that explores how students’ refusal to learn can be a conscious, principled act of resistance rather than simple failure or inability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I Won’t Learn from You
Target entity description: "I Won’t Learn from You" is an influential educational essay by Herbert Kohl that explores how students’ refusal to learn can be a conscious, principled act of resistance rather than simple failure or inability.
  • A. I Never Learn
    I Never Learn is a melancholic, emotionally raw indie pop album by Swedish singer-songwriter Lykke Li, known for its sparse production and themes of heartbreak and loss.
  • B. What I've Learned
    "What I've Learned" is a long-running Esquire magazine feature in which notable figures share personal insights, life lessons, and reflections in a first-person, quote-driven format.
  • C. Will But You Won’t
    "Will But You Won’t" is a track by The Hives from their album "Main Offender," showcasing the band’s energetic garage rock style.
  • D. You Learn to Live Without
    "You Learn to Live Without" is an emotional ballad from the Broadway musical *If/Then*, reflecting themes of loss, resilience, and moving forward.
  • E. You Won't Find This
    "You Won't Find This" is a track featured on the album *Play On* by country singer Carrie Underwood.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc66cbb088190907cb89dda8e4ebd completed April 12, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7944347a08190bc1386e78ddb3e71 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f79523bf608190addeca563bea132e completed May 3, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7965cc9f88190acbf232615a9e87b completed May 3, 2026, 6:39 p.m.
Created at: April 9, 2026, 9:53 p.m.