Triple

T7666744
Position Surface form Disambiguated ID Type / Status
Subject Thomson Course Technology E173641 entity
Predicate formerNameOfParent P65 FINISHED
Object Thomson Learning E173642 NE FINISHED

How this triple was built (3 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: Thomson Learning | Statement: [Thomson Course Technology, formerNameOfParent, Thomson Learning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomson Learning
Context triple: [Thomson Course Technology, formerNameOfParent, Thomson Learning]
  • A. Cengage Learning chosen
    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.
  • B. Thomson Course Technology
    Thomson Course Technology is an educational publishing imprint known for producing college-level textbooks and learning materials in computer science, information technology, and related technical fields.
  • C. Pearson
    Pearson is a major British multinational publishing and education company known for its textbooks, assessments, and digital learning solutions worldwide.
  • D. McGraw-Hill
    McGraw-Hill is a major American educational publishing company known for producing textbooks and academic resources across a wide range of disciplines.
  • E. Macmillan Learning
    Macmillan Learning is an educational publishing and technology company that develops textbooks, digital learning tools, and course solutions for higher education and K–12 markets.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: formerNameOfParent
Context triple: [Thomson Course Technology, formerNameOfParent, Thomson Learning]
  • A. formerName chosen
    Indicates that an entity was previously known by a different name in the past.
  • B. formerParentOrganization
    Indicates that one organization previously served as the parent organization of another, but no longer holds that status.
  • C. formerParentCompany
    Indicates that one entity previously served as the parent company of another but no longer holds that status.
  • D. formerOrganization
    Indicates that an entity was previously affiliated with or employed by a given organization, but is no longer associated with it.
  • E. formerMemberName
    Indicates that the referenced name belongs to an entity that was previously a member of a particular group, organization, or body but is no longer one.
  • F. None of above.

Provenance (4 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_69c699562484819086752091e3164a27 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7063dab1881909598b04999b8b690 completed March 27, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a22442dc8190a26c966e7b06f1a9 completed March 29, 2026, 3:53 a.m.
PD Predicate disambiguation batch_69c7015f7430819099d3ea2781b7cee2 completed March 27, 2026, 10:14 p.m.
Created at: March 27, 2026, 4 p.m.