Triple
T19118756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | W. Edwards Deming |
E467979
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | Plan-Do-Check-Act cycle |
—
|
NE NERFINISHED |
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: Plan-Do-Check-Act cycle | Statement: [W. Edwards Deming, knownFor, Plan-Do-Check-Act cycle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plan-Do-Check-Act cycle Context triple: [W. Edwards Deming, knownFor, Plan-Do-Check-Act cycle]
-
A.
Plan-Do-Check-Act cycle
chosen
The Plan-Do-Check-Act cycle is a continuous quality and environmental management improvement framework that guides organizations through planning, implementing, reviewing, and refining their processes.
-
B.
Check. Change. Control.
Check. Change. Control. is an American Heart Association initiative designed to help individuals monitor and manage their blood pressure through education, tracking, and lifestyle support.
-
C.
Process Behaviour Explorer
Process Behaviour Explorer is a software tool used to animate, visualize, and analyze the dynamic behavior of concurrent or distributed processes in formal models.
-
D.
Operation Cycle
Operation Cycle was a World War II Royal Navy operation involving a series of evacuations of Allied troops from northwestern France in June 1940 following the fall of Dunkirk.
-
E.
GROW coaching model
The GROW coaching model is a widely used framework for structuring coaching conversations around clarifying goals, assessing reality, exploring options, and defining the way forward.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 10, 2026, 12:05 p.m.