Triple

T7735524
Position Surface form Disambiguated ID Type / Status
Subject McGraw-Hill E175368 entity
Predicate hasBrand P1500 FINISHED
Object McGraw-Hill Education E175368 NE FINISHED

How this triple was built (2 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: McGraw-Hill Education | Statement: [McGraw-Hill, hasBrand, McGraw-Hill Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: McGraw-Hill Education
Context triple: [McGraw-Hill, hasBrand, McGraw-Hill Education]
  • A. McGraw-Hill chosen
    McGraw-Hill is a major American educational publishing company known for producing textbooks and academic resources across a wide range of disciplines.
  • B. Pearson
    Pearson is a major British multinational publishing and education company known for its textbooks, assessments, and digital learning solutions worldwide.
  • C. Prentice Hall
    Prentice Hall is a major American educational and professional publishing company known for its textbooks and academic titles across a wide range of disciplines.
  • D. Cengage Learning
    Cengage Learning is a major educational content and technology company that produces textbooks, digital learning solutions, and course materials for higher education and professional markets worldwide.
  • E. Barron's
    Barron's is a long-running American weekly financial newspaper and magazine known for its in-depth market analysis, investment insights, and coverage of stocks and the economy.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c6995e912c81909a49a2657103f786 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7033afbb881909b7ed2cc8f6c27c3 completed March 27, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b53684e48190a7abda841d6cb158 completed March 29, 2026, 5:14 a.m.
Created at: March 27, 2026, 4:06 p.m.