Triple

T13680275
Position Surface form Disambiguated ID Type / Status
Subject Herbert Kohl E327980 entity
Predicate notableWork P4 FINISHED
Object Reading, How To
"Reading, How To" is an influential educational book by Herbert Kohl that explores progressive, student-centered approaches to teaching children how to read.
 E1055536 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: Reading, How To | Statement: [Herbert Kohl, notableWork, Reading, How To]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Reading, How To
Context triple: [Herbert Kohl, notableWork, Reading, How To]
  • A. How to Read and Why
    How to Read and Why is a literary criticism book by Harold Bloom that urges readers to engage deeply and independently with classic literature to enrich their inner lives.
  • B. Reading
    Reading is a historic city in southeastern Pennsylvania known for its industrial heritage, transportation links, and role as a regional cultural and economic center.
  • C. Reading
    "Reading" is an Impressionist painting by Berthe Morisot that depicts a quiet, intimate moment of a woman absorbed in a book.
  • D. Reading
    Reading is a major town in Berkshire, England, known as a key commercial and transport hub in the Thames Valley.
  • E. How to Read a Book
    How to Read a Book is a classic guide to reading comprehension and critical thinking that teaches systematic methods for engaging with and understanding books at progressively deeper levels.
  • 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: Reading, How To
Triple: [Herbert Kohl, notableWork, Reading, How To]
Generated description
"Reading, How To" is an influential educational book by Herbert Kohl that explores progressive, student-centered approaches to teaching children how to read.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Reading, How To
Target entity description: "Reading, How To" is an influential educational book by Herbert Kohl that explores progressive, student-centered approaches to teaching children how to read.
  • A. How to Read and Why
    How to Read and Why is a literary criticism book by Harold Bloom that urges readers to engage deeply and independently with classic literature to enrich their inner lives.
  • B. Reading
    Reading is a historic city in southeastern Pennsylvania known for its industrial heritage, transportation links, and role as a regional cultural and economic center.
  • C. Reading
    "Reading" is an Impressionist painting by Berthe Morisot that depicts a quiet, intimate moment of a woman absorbed in a book.
  • D. Reading
    Reading is a major town in Berkshire, England, known as a key commercial and transport hub in the Thames Valley.
  • E. How to Read a Book
    How to Read a Book is a classic guide to reading comprehension and critical thinking that teaches systematic methods for engaging with and understanding books at progressively deeper levels.
  • 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.