Triple
T9546184
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clarence Johnson |
E230292
|
entity |
| Predicate | notableConcept |
P201
|
FINISHED |
| Object | Kelly Johnson’s 14 Rules of Management |
E623330
|
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: Kelly Johnson’s 14 Rules of Management | Statement: [Clarence Johnson, notableConcept, Kelly Johnson’s 14 Rules of Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kelly Johnson’s 14 Rules of Management Context triple: [Clarence Johnson, notableConcept, Kelly Johnson’s 14 Rules of Management]
-
A.
Kelly Johnson's 14 Rules and Practices
chosen
Kelly Johnson's 14 Rules and Practices are a set of streamlined management and engineering principles that guided the highly efficient, innovative, and secretive project development culture of Lockheed’s Skunk Works.
-
B.
Center for Effective Organizations
The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
-
C.
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.
-
D.
Welcome Back, Kotter
Welcome Back, Kotter is a 1970s American sitcom about a high school teacher returning to his inner-city alma mater to teach a class of remedial students known as the "Sweathogs."
-
E.
Drucker
Drucker is a surname of German origin borne by various notable individuals across fields such as economics, medicine, and the arts.
- 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_69ca847c70b8819088a0a0bad64a50d6 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9902fca081909125660ae6336d3f |
completed | April 1, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c747e608190b2fa470324fff454 |
completed | April 4, 2026, 5:37 p.m. |
Created at: March 30, 2026, 8:02 p.m.