Arup Drivers of Change Card Deck Origin History
Exact independently verified Drivers of Change deck provenance registry lookup in explicit Arupedition, card title, date and independently verified publisher record context, retaining source and as-of date. Caller supplies actual applicable records, qualifications and uncertainty; illustrative examples are not authoritative data. No complete/current catalog, eligibility, authenticity, clinical, legal, safety or compliance determination.
Description
A drivers-of-change card deck is a particular published foresight resource.
A drivers-of-change card deck is a particular published foresight resource.1
Card titles, editions and provenance need to be matched before comparing records. Use this tool to retrieve a caller-supplied reference with its source context.
When to use Arup Drivers of Change Card Deck Origin History
Use this tool to retrieve a caller-supplied reference with its source context. Identify the exact document, framework or record edition and the scope of the comparison.
How to use Arup Drivers of Change Card Deck Origin History and understand its results
- Identify the exact document, framework or record edition and the scope of the comparison.
- Enter callerVerifiedSource, callerVerifiedContext, callerVerifiedAsOfDate, callerReferenceKeys, callerReferenceTexts, queryReferenceKey, using the field meanings and rules below, then run the tool.
- Read result.matchedCallerReference, result.source, result.context, result.asOfDate. Interpret each field using the units, signs and evidence rules below.
- If input validation fails, correct the reported field and run again. Before applying a successful result, check the stated reference scope, units, assumptions and any retained unknown evidence.
| Input field | Meaning | Value type | Requirement |
|---|---|---|---|
| callerVerifiedSource | Caller verified source; caller assertion whose applicability must be independently established | string | Required |
| callerVerifiedContext | Caller verified context; caller assertion whose applicability must be independently established | string | Required |
| callerVerifiedAsOfDate | Caller verified as of date; real Gregorian YYYY-MM-DD date for the supplied record | string | Required |
| callerReferenceKeys | Caller reference keys | list of string | Required |
| callerReferenceTexts | Caller reference texts | list of string | Required |
| queryReferenceKey | Query reference key; exact key or bounded coordinate, according to the rules below | string | Required |
Supply nonblank source and context strings, each at most 256 UTF-16 units, and a real Gregorian YYYY-MM-DD as-of date in years 0001–9999. Enter nonempty aligned reference keys and texts; keys must be unique and nonblank, and texts nonblank. Select an exactly matching key, with case-sensitive matching and no trimming or normalization. The implementation returns its matched text and copies the supplied source, context and date unchanged. These verification labels are caller assertions: the tool does not fetch, verify or update a reference.
matchedText=texts[indexOfExact(queryKey,keys)]; provenance=copied caller assertions Apply the field units and exact ordering, boundary and evidence rules above.
| Output field | Meaning | Value type |
|---|---|---|
| result | Structured result containing the calculation or selected reference fields below | object |
| result.matchedCallerReference | Caller text at the exact matched reference key, returned unchanged | string |
| result.source | Caller source assertion copied unchanged | string |
| result.context | Caller applicability context copied unchanged | string |
| result.asOfDate | Caller date copied unchanged after Gregorian validation | string |
{
"input": {
"callerVerifiedSource": "independently-reviewed-source/edition",
"callerVerifiedContext": "Arupedition, card title, date and independently verified publisher record",
"callerVerifiedAsOfDate": "2026-01-01",
"callerReferenceKeys": [
"record-a",
"record-b"
],
"callerReferenceTexts": [
"Caller independently verified Drivers of Change deck provenance record a",
"Caller independently verified Drivers of Change deck provenance record b"
],
"queryReferenceKey": "record-a"
},
"output": {
"result": {
"matchedCallerReference": "Caller independently verified Drivers of Change deck provenance record a",
"source": "independently-reviewed-source/edition",
"context": "Arupedition, card title, date and independently verified publisher record",
"asOfDate": "2026-01-01"
}
}
}Limitations and assumptions
A successful lookup establishes an exact key match to supplied text. The tool does not obtain or authenticate the reference, confirm its applicability, or update its date.
Every listed input requires an explicit value. Unexpected fields, incorrect value types, nonfinite numbers and sparse numeric arrays fail validation; tool-specific bounds and alignment rules apply as described above. Extremely large inputs or outputs can also be rejected. An input error is distinct from a successful calculation that reports a false comparison or retains unknown evidence.
Alternative or Complementary methods
Use Bastani Four Futures Full Automatism Grid to examine a related aspect: Peter Frase's Four Futures organizes possibilities around abundance or scarcity and equality or hierarchy.
Use AI 2027 Scenario Document Controversy Analysis where its separate inputs and scope apply: An AI scenario document connects possible events to stated assumptions.
References
Similar or alternative tools
- Bastani Four Futures Full Automatism Grid
Peter Frase's Four Futures organizes possibilities around abundance or scarcity and equality or hierarchy.
- AI 2027 Scenario Document Controversy Analysis
An AI scenario document connects possible events to stated assumptions.