Triple

T7936750
Position Surface form Disambiguated ID Type / Status
Subject Object Management Group E184304 entity
Predicate knownFor P22 FINISHED
Object Business Motivation Model
The Business Motivation Model is a standardized framework for developing, communicating, and managing an organization’s business plans, motivations, and governance directives.
E699642 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: Business Motivation Model | Statement: [Object Management Group, knownFor, Business Motivation Model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Business Motivation Model
Context triple: [Object Management Group, knownFor, Business Motivation Model]
  • A. A Theory of Human Motivation
    A Theory of Human Motivation is the seminal 1943 paper by psychologist Abraham Maslow that introduced the hierarchy of needs as a framework for understanding human behavior and motivation.
  • B. Motivation
    "Motivation" is a 2019 R&B-pop single by American singer Normani, widely recognized for its nostalgic early-2000s-inspired sound and choreography-heavy music video.
  • C. behavioral theory of the firm
    The behavioral theory of the firm is an organizational and economic framework that explains how companies actually make decisions based on bounded rationality, routines, and internal politics rather than purely profit-maximizing optimization.
  • D. “Motivation”
    “Motivation” is a sultry R&B single by Kelly Rowland featuring Lil Wayne, known for its slow-burning production and sensual lyrics that became one of her signature solo hits.
  • E. Economic Confidence Model
    The Economic Confidence Model is Martin Armstrong’s proprietary cyclical forecasting system that predicts economic and financial market turning points based on a recurring 8.6-year cycle.
  • 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: Business Motivation Model
Triple: [Object Management Group, knownFor, Business Motivation Model]
Generated description
The Business Motivation Model is a standardized framework for developing, communicating, and managing an organization’s business plans, motivations, and governance directives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Business Motivation Model
Target entity description: The Business Motivation Model is a standardized framework for developing, communicating, and managing an organization’s business plans, motivations, and governance directives.
  • A. A Theory of Human Motivation
    A Theory of Human Motivation is the seminal 1943 paper by psychologist Abraham Maslow that introduced the hierarchy of needs as a framework for understanding human behavior and motivation.
  • B. Motivation
    "Motivation" is a 2019 R&B-pop single by American singer Normani, widely recognized for its nostalgic early-2000s-inspired sound and choreography-heavy music video.
  • C. behavioral theory of the firm
    The behavioral theory of the firm is an organizational and economic framework that explains how companies actually make decisions based on bounded rationality, routines, and internal politics rather than purely profit-maximizing optimization.
  • D. “Motivation”
    “Motivation” is a sultry R&B single by Kelly Rowland featuring Lil Wayne, known for its slow-burning production and sensual lyrics that became one of her signature solo hits.
  • E. Economic Confidence Model
    The Economic Confidence Model is Martin Armstrong’s proprietary cyclical forecasting system that predicts economic and financial market turning points based on a recurring 8.6-year cycle.
  • 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aede3cc81908b0d3b54e68997b9 completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c0a96ac819099ad30fb925eb329 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7634f4dc8190b5e537f24bccd651 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb67e77a48190b93c6ba61becfac4 completed March 31, 2026, 11:56 a.m.
Created at: March 30, 2026, 5:08 p.m.