PGM-AUA V1.0 AIMs - Intent and Referent Analysis

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Function

Ref. Model

1. Function

The Intent and Referent Analysis (PGM‑IRA) AIM derives, from the Meaning (Text Descriptors Object) produced by Prompt Token Analysis, the goal-directed purpose of the utterance of the User with which the A-User is interacting. It also resolves the expressions referring to other Users in the scene which are contained in the Meaning or Interaction History.

PGM‑IRA:

Infers the User’s Intent from the Meaning, determining its category (Informational, Procedural, Confirmational, Expressive, Spatial, or Meta-Interaction), specific action type, urgency, confidence level, temporal cues, and spatial anchors.
Resolves expressions — pronouns, definite descriptions, demonstratives, and deictic gestures — referring to Users in the scene or originating from earlier interaction turns, expressing each resolution as a Proposition (linking a subject to an object via a predicate), with spatial and temporal context where applicable.
Queries Basic Knowledge via BKN-PRC Response when world knowledge is needed to disambiguate Intent or resolve a referent.
Queries A‑User Storage via PRC IH Request when prior interaction context is needed to resolve a referent or confirm an Intent.

PGM‑IRA does not enrich the Intent with Goal constraints, scene context tags, or expressive configuration. Rather, it establishes the User’s Intent and the denotation of the referring expressions. Contextualisation and prompt planning are left to the downstream Sub-AIMs of Prompt Creation.

2. Reference Model

Figure 1 depicts the Reference Model of the Intent and Referent Analysis (PGM‑IRA) AIM.

Figure 1 – The Intent and Referent Analysis (PGM‑IRA) AIM

3. Input/Output Data

Table 1 specifies the Input and Output Data of the Intent and Referent Analysis (PGM‑IRA) AIM.

Table 1 – I/O Data of the Intent and Referent Analysis (PGM‑IRA) AIM

Input	Description
Meaning	Data conveying structured linguistic analysis of the User’s Text Object produced by Prompt Token Analyser.
PRC Directive	Directive from A‑User Control specifying scope, depth, and policy constraints for prompt construction.
PRC IH Response	Interaction History Response from A‑User Storage providing prior interaction context to support referent resolution and Intent disambiguation.
BKN-PRC Request	Response from Basic Knowledge to a BKN-PRC Request issued by the Intent and Referent Analysis AIM, providing world knowledge to support Intent inference or referent resolution.
Output	Description
Intent	Structured representation of the User’s Goal-directed purpose, carrying category, action type, parameters (urgency, confidence level, temporal cue, spatial anchor), and confidence score.
Proposition	Structured resolution of expressions referring to User, expressed as subject–predicate–object triples with spatial and temporal context.
PRC Status	Data reporting the processing outcome of the AIM based on PRC Directive.
PRC IH Request	Request for Interaction History issued to A‑User Storage.
BKN-PRC Response	Request for world knowledge issued to Basic Knowledge in order to support Intent inference or referent resolution.

4. Sub-AIMs

No Sub-AIMs.

5. JSON Metadata

https://schemas.mpai.community/PGM1/V1.0/AIMs/IntentAndReferentAnalysis.json

6. Profiles

No Profiles.

7. Reference Software

Not part of this specification.

8. Conformance Testing

Table 2 provides the Conformance Testing Method for the Intent and Referent Analysis (PGM‑IRA) AIM.

If a schema contains references to other schemas, conformance of data for the primary schema implies that any data referencing a secondary schema shall also validate against the relevant schema, if present, and conform with the Qualifier, if present.

Table 2 – Conformance Testing Method for the Intent and Referent Analysis (PGM‑IRA) AIM

Receives	Meaning	Shall validate against the Meaning schema.
	PRC Directive	Shall validate against the PRC Directive schema.
	PRC IH Response	Shall validate against the PRC IH schema.
	BKN-PRC Response	Shall validate against the BKN-PRC schema.
Produces	Intent	Shall validate against the Intent schema.
	Proposition	Shall validate against the Proposition schema.
	PRC Status	Shall validate against the PRC Status schema.
	PRC IH Request	Shall validate against the PRC IH schema.
	BKN-PRC Request	Shall validate against the BKN-PRC schema.

9. Performance Assessment