Triple

T5292335
Position Surface form Disambiguated ID Type / Status
Subject Stephen R. Covey E119769 entity
Predicate mergerResultedIn P63354 FINISHED
Object FranklinCovey
FranklinCovey is a global professional services and training company best known for leadership, productivity, and organizational effectiveness programs based on Stephen R. Covey’s principles.
E507755 NE FINISHED

How this triple was built (5 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: FranklinCovey | Statement: [Stephen R. Covey, mergerResultedIn, FranklinCovey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FranklinCovey
Context triple: [Stephen R. Covey, mergerResultedIn, FranklinCovey]
  • A. Asana
    Asana is a work management and collaboration software platform that helps teams organize, track, and manage their projects and tasks.
  • B. Smartsheet
    Smartsheet is a cloud-based work management and collaboration software company known for its spreadsheet-like interface that helps organizations plan, track, and automate projects.
  • C. Notion
    Notion is a popular productivity and collaboration platform that combines note-taking, databases, task management, and wikis into a single customizable workspace.
  • D. Trello
    Trello is a web-based project management and collaboration tool that uses boards, lists, and cards to help teams organize and track work visually.
  • E. Intuit
    Intuit is an American financial software company best known for products like TurboTax, QuickBooks, and Mint that help individuals and small businesses manage taxes, accounting, and personal finance.
  • 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: FranklinCovey
Triple: [Stephen R. Covey, mergerResultedIn, FranklinCovey]
Generated description
FranklinCovey is a global professional services and training company best known for leadership, productivity, and organizational effectiveness programs based on Stephen R. Covey’s principles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FranklinCovey
Target entity description: FranklinCovey is a global professional services and training company best known for leadership, productivity, and organizational effectiveness programs based on Stephen R. Covey’s principles.
  • A. Asana
    Asana is a work management and collaboration software platform that helps teams organize, track, and manage their projects and tasks.
  • B. Smartsheet
    Smartsheet is a cloud-based work management and collaboration software company known for its spreadsheet-like interface that helps organizations plan, track, and automate projects.
  • C. Notion
    Notion is a popular productivity and collaboration platform that combines note-taking, databases, task management, and wikis into a single customizable workspace.
  • D. Trello
    Trello is a web-based project management and collaboration tool that uses boards, lists, and cards to help teams organize and track work visually.
  • E. Intuit
    Intuit is an American financial software company best known for products like TurboTax, QuickBooks, and Mint that help individuals and small businesses manage taxes, accounting, and personal finance.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: mergerResultedIn
Context triple: [Stephen R. Covey, mergerResultedIn, FranklinCovey]
  • A. mergerResult
    Indicates that one or more entities have combined into a single entity, specifying the outcome or resulting entity of the merger.
  • B. mergerType
    Indicates the specific kind or category of merger relationship that exists between the involved entities.
  • C. foundedByMergerOf
    Indicates that an entity was created through the merger or combination of two or more predecessor entities.
  • D. dissolvedByMerger
    Indicates that an entity ceased to exist as an independent entity because it was legally combined into another entity through a merger.
  • E. mergerPartner
    Indicates that two entities are involved as counterparties in a merger transaction with each other.
  • F. None of above. chosen

Provenance (7 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_69bd446de5648190b313a90bd96730d2 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8682d18c8190bbb35cc75c8a7c12 completed March 20, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06f3c7508190be98e08cef130a4d completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf07f9ef048190a5f726c1e603ccc9 completed March 21, 2026, 9:04 p.m.
NED2 Entity disambiguation (via description) batch_69bf08a498288190bbb8cb0f407ef896 completed March 21, 2026, 9:07 p.m.
PD Predicate disambiguation batch_69bd844dfdac819086efedd1cbebff84 completed March 20, 2026, 5:30 p.m.
PDg Predicate description generation batch_69bd86800630819096dad2eb2248c372 completed March 20, 2026, 5:40 p.m.
Created at: March 20, 2026, 1:52 p.m.