Triple

T19118759
Position Surface form Disambiguated ID Type / Status
Subject W. Edwards Deming E467979 entity
Predicate knownFor P22 FINISHED
Object 14 Points for Management
14 Points for Management is W. Edwards Deming’s foundational framework of principles for transforming organizational management and improving quality and productivity.
E1359288 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: 14 Points for Management | Statement: [W. Edwards Deming, knownFor, 14 Points for Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 14 Points for Management
Context triple: [W. Edwards Deming, knownFor, 14 Points for Management]
  • A. Ten-Point Program
    The Ten-Point Program is the Black Panther Party’s foundational political platform outlining its demands and vision for racial justice, economic equality, and community self-determination in the United States.
  • B. The Practice of Management
    The Practice of Management is a seminal 1954 book by Peter F. Drucker that laid the foundations of modern management theory and popularized concepts such as decentralized decision-making and results-focused leadership.
  • C. Drucker stability postulate
    The Drucker stability postulate is a fundamental criterion in plasticity theory that asserts materials must not exhibit negative incremental work, ensuring stable and physically realistic material behavior under loading.
  • D. God of Management
    God of Management is the honorific nickname given to Konosuke Matsushita, the pioneering Japanese industrialist and founder of Panasonic renowned for his innovative management philosophy and leadership.
  • E. Seven Points
    Seven Points is a small city in Henderson and Kaufman counties in northeastern Texas, known for its location near Cedar Creek Reservoir.
  • 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: 14 Points for Management
Triple: [W. Edwards Deming, knownFor, 14 Points for Management]
Generated description
14 Points for Management is W. Edwards Deming’s foundational framework of principles for transforming organizational management and improving quality and productivity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 14 Points for Management
Target entity description: 14 Points for Management is W. Edwards Deming’s foundational framework of principles for transforming organizational management and improving quality and productivity.
  • A. Ten-Point Program
    The Ten-Point Program is the Black Panther Party’s foundational political platform outlining its demands and vision for racial justice, economic equality, and community self-determination in the United States.
  • B. The Practice of Management
    The Practice of Management is a seminal 1954 book by Peter F. Drucker that laid the foundations of modern management theory and popularized concepts such as decentralized decision-making and results-focused leadership.
  • C. Drucker stability postulate
    The Drucker stability postulate is a fundamental criterion in plasticity theory that asserts materials must not exhibit negative incremental work, ensuring stable and physically realistic material behavior under loading.
  • D. God of Management
    God of Management is the honorific nickname given to Konosuke Matsushita, the pioneering Japanese industrialist and founder of Panasonic renowned for his innovative management philosophy and leadership.
  • E. Seven Points
    Seven Points is a small city in Henderson and Kaufman counties in northeastern Texas, known for its location near Cedar Creek Reservoir.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3c756a88190942930e6ae7242a7 completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e671f2988190a74d53989124026b completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e9406ba48190a50f4ea6b413e1f4 completed May 14, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_6a05e9c0d35081909b6ce3c287af5d5f completed May 14, 2026, 3:26 p.m.
Created at: April 10, 2026, 12:05 p.m.