Triple
T23155356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scaled Agile Framework |
E578421
|
entity |
| Predicate | keyConcept |
P531
|
FINISHED |
| Object | Inspect and Adapt |
—
|
NE NERFINISHED |
How this triple was built (3 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: Inspect and Adapt | Statement: [Scaled Agile Framework, keyConcept, Inspect and Adapt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inspect and Adapt Context triple: [Scaled Agile Framework, keyConcept, Inspect and Adapt]
-
A.
Adaptive Thinking
"Adaptive Thinking" is a book by psychologist Gerd Gigerenzer that explores how humans use simple heuristics and bounded rationality to make effective decisions in complex, uncertain environments.
-
B.
Attitude Adjustment
Attitude Adjustment is John Cena’s iconic professional wrestling finishing move, known for lifting an opponent onto his shoulders before driving them down to the mat.
-
C.
Adjustment
Adjustment is a Major Arcana card in the Thoth Tarot deck associated with balance, justice, and the precise alignment of cause and effect.
-
D.
Reviewing the Situation
"Reviewing the Situation" is a comic solo song performed by the character Fagin in the musical *Oliver!*, in which he humorously contemplates his criminal lifestyle and possible retirement.
-
E.
Adaptation Framework
The Adaptation Framework is an international policy framework under the UN climate regime that guides and coordinates global efforts to adapt to the impacts of climate change, particularly in vulnerable developing countries.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inspect and Adapt Target entity description: Inspect and Adapt is a recurring, structured workshop in the Scaled Agile Framework where teams and stakeholders review solution performance, identify systemic problems, and define improvement actions to enhance value delivery.
-
A.
Adaptive Thinking
"Adaptive Thinking" is a book by psychologist Gerd Gigerenzer that explores how humans use simple heuristics and bounded rationality to make effective decisions in complex, uncertain environments.
-
B.
Attitude Adjustment
Attitude Adjustment is John Cena’s iconic professional wrestling finishing move, known for lifting an opponent onto his shoulders before driving them down to the mat.
-
C.
Adjustment
Adjustment is a Major Arcana card in the Thoth Tarot deck associated with balance, justice, and the precise alignment of cause and effect.
-
D.
Reviewing the Situation
"Reviewing the Situation" is a comic solo song performed by the character Fagin in the musical *Oliver!*, in which he humorously contemplates his criminal lifestyle and possible retirement.
-
E.
Adaptation Framework
The Adaptation Framework is an international policy framework under the UN climate regime that guides and coordinates global efforts to adapt to the impacts of climate change, particularly in vulnerable developing countries.
- F. None of above. chosen
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_69e245fb8de081908f0eba7b5fd75bc4 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18efca1f081908ff1c34ba25f40c3 |
completed | April 29, 2026, 4:54 a.m. |
Created at: April 17, 2026, 4:01 p.m.