fries
Enable an agent to recognise fries, assess their preparation and serving condition, and decide whether to cook, finish, serve, hold, reheat or discard them.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
Researched by: Codex + Grok
Purpose and description
Enable an agent to recognise fries, assess their preparation and serving condition, and decide whether to cook, finish, serve, hold, reheat or discard them.
French fries (also called chips in some regions) are strips of potato that have been deep-fried until the exterior is crisp and the interior is cooked through.
It can be Classify the fries by ingredient basis, construction, cut and preparation state.; Select a next cooking or finishing step using product instructions and recorded preparation history.; Assess exterior and interior texture against a stated serving target.; Drain, season, portion or add toppings while recording changes that affect condition.; Choose holding, packaging or reheating actions using elapsed time, temperature history and intended service.; Withhold or discard a portion when applicable rules require it or essential condition evidence is missing..
Distinguishing features
Check ingredient basis, cut shape and intended preparation together: an elongated potato piece alone may be an uncooked ingredient rather than a fries product.
Distinguish fries from crisps or potato chips by recording cross-section and whether the intended result retains a substantial interior rather than being a thin, crisp slice throughout.
Distinguish whole-cut fries from formed potato sticks by inspecting or obtaining evidence of continuous potato tissue versus a shaped potato mixture.
Distinguish fries from wedges and other fried potato forms using the declared product identity alongside geometry; record disagreement instead of imposing an unsupported dimensional cutoff.
Check whether a product called fries uses potato, sweet potato or another base, rather than treating the shared name as proof of equivalent identity.
Scope
+ Ingredient basis and evidence that the product is intended as fries
+ Cut geometry, size distribution and whole-cut or formed construction
+ Raw, partially cooked, frozen and ready-to-eat preparation states
+ Exterior texture, interior texture, colour and oiliness
+ Holding history, packaging condition and readiness for an intended serving
+ Seasoning, coatings and toppings that affect the fries themselves
- Potato cultivation, harvesting and agricultural quality management
- Manufacture and maintenance of fryers, ovens and air fryers
- Cooking oil inventory and fryer-wide oil management
- Recipes and identity of separate sauces or complete composed meals
- Restaurant ordering, payment and delivery operations
- A person's dietary requirements or medical suitability for eating fries
Characteristics
- Ingredient basis
- potato; sweet potato; other declared base; mixed; unknown Establishes what the fries are made from and exposes unresolved boundaries around alternative bases.
- Construction
- whole-cut; formed mixture; other; unknown Separates visually similar products whose structure and preparation requirements may differ.
- Cut geometry
- straight; crinkle; shoestring; curly; waffle; wedge-like; other; unknown Supports recognition and interpretation of cooking and texture observations.
- Piece dimensions and variation
- length and cross-sectional dimensions in mm, with sample size and range Helps assess whether pieces in a batch can reasonably receive the same cooking treatment.
- Preparation state
- raw; blanched; partially cooked; cooked; reheated; unknown, with frozen or thawed status recorded separately Distinguishes products that need further cooking from those being held for service.
- Cooking sequence
- ordered links to preparation steps, including method, timing and available instructions Preserves the evidence needed to choose the next preparation action.
- Coating and additions
- links to declared coatings, seasonings, sauces and toppings, including application stage Explains changes in surface appearance, texture and ingredient composition.
- Exterior texture
- crisp; soft; leathery; hard; mixed; unassessed, with assessment method and time Indicates whether the fries meet the intended eating condition.
- Interior texture
- fluffy; moist; dense; firm; dry; hollow; mixed; unassessed Allows an agent to distinguish desirable exterior crispness from an unsuitable interior.
- Surface colour distribution
- observed colour or proportion in locally defined colour classes, with lighting and coating context Supports assessment of browning and uneven cooking without treating colour alone as proof of readiness.
- Surface oiliness
- not apparent; light sheen; visibly oily; pooling; unassessed Supports decisions about draining, packaging and serving quality.
- Time and temperature history
- timestamped temperatures in °C and elapsed durations in minutes, with measurement location and gaps Provides evidence for applying the relevant cooking, holding and disposal rules.
- Portion mass
- g, stating whether toppings and packaging are excluded Defines the quantity being assessed or served and prevents inconsistent portion comparisons.
Also called
Where this came from
wikidata · CC0 1.0
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 6 bundles · 11 layers · 11 findings · 21 questions.
Fries identity and form Establishes what the product is and how its pieces are constructed.
The name fries can conceal differences in ingredient basis, geometry and formed versus whole-cut construction.
Ingredient and product identity
Connects the fries designation to ingredient and product evidence.
Declared fries basis
Record the declared base ingredient and evidence supporting identification as fries, retaining uncertainty where labels and observations differ.
- What ingredient forms the body of these fries, and is that established by a label, recipe or direct observation? provenance
- Does the intended registry meaning of fries include this base ingredient, or is its inclusion unresolved? boundary
Piece geometry and construction
Describes the cut and internal construction rather than relying on the product name.
Cut and size profile
Record cut family, whole-cut or formed construction, representative dimensions and variation within the assessed batch.
- Are these continuous pieces of the base ingredient or pieces formed from a mixture? definition
- What are the representative length, cross-section and size range of the pieces being assessed? measurement
Fries preparation path Tracks the transformations that establish the current cooking state.
Raw, frozen partially cooked and finished fries can require different next actions even when they look similar.
Incoming preparation state
Identifies treatment completed before the current cooking session.
Prior treatment evidence
Record known blanching, partial frying, freezing, thawing and coating steps without inferring them from appearance alone.
- Which preparation steps were completed before this batch arrived, and what evidence establishes them? provenance
- Are the pieces currently frozen, partly thawed or thawed, and how was that state assessed? measurement
Cooking and finishing sequence
Relates completed cooking steps to the next supported action.
Next preparation step
Record cooking method, duration, measured conditions and the instructions used to judge completion.
- What cooking or reheating steps has this portion undergone, including method, duration and recorded temperatures? provenance
- Given its cut and prior treatment, what next step is supported by the applicable product or kitchen instructions? action
Fries eating condition Assesses the exterior and interior qualities of the prepared fries.
Fries can have acceptable browning but poor interior texture, or a suitable interior with a softened surface.
Exterior condition
Captures crust texture, browning and surface oiliness.
Surface quality profile
Record exterior texture, colour distribution and oiliness with assessment time and coating context.
- How crisp, soft, leathery or hard is the exterior at the time of assessment? measurement
- How evenly browned and visibly oily are the pieces, and could coatings or seasonings affect those observations? measurement
Interior and batch consistency
Checks the interior and variation across pieces.
Interior texture profile
Record interior texture from an identified sample and compare it with the intended result.
- What interior texture is observed in sampled pieces, including any firm centres, dryness or hollowness? measurement
- Do pieces of different sizes meet the stated texture target, or does the batch require further assessment or separation? action
Fries holding and disposition Connects post-cooking history and packaging conditions to decisions about continued use.
A fries portion changes after cooking, and its current appearance does not establish its holding history or suitability for service.
Post-cooking exposure
Records elapsed time, temperature and the immediate holding environment.
Holding condition record
Record when cooking ended, subsequent temperature observations and whether the fries were exposed, covered or enclosed.
- How long has elapsed since final cooking, and what temperatures were recorded during that interval? measurement
- Were the fries held in an open tray, covered container or closed package, and is condensation or surface softening observable? measurement
Service or disposal decision
Applies identified rules to the evidence available for this portion.
Supported disposition
Record whether serving, further holding, reheating, withholding or discarding is supported, including missing evidence and the rule applied.
- Which applicable instructions or handling rules govern this fries portion's holding and reheating history? provenance
- Do the recorded history and observed condition support serving, further preparation, withholding or disposal? action
Fries portion and additions Defines the serving unit and how additions change its composition and condition.
Loose fries, seasoned fries and topped fries require clear portion boundaries and different interpretation of surface condition.
Portion boundary
Identifies the fries quantity being assessed and its relationship to a batch or dish.
Assessed serving unit
Record whether observations apply to an individual piece, portion or batch, and define what the stated mass includes.
- Is this assessment about one piece, a serving portion or an entire cooking batch? boundary
- What is the fries mass, and does the measurement exclude packaging, sauces and toppings? measurement
Seasoning and topping effects
Tracks additions directly applied to the fries and the resulting serving condition.
Applied additions
Record coatings, salt, seasonings, sauces and toppings, distinguishing declared ingredients from visual guesses.
- Which additions were applied, at what preparation stage, and what ingredient evidence is available? provenance
- Given the additions already applied and the intended serving time, should these fries be served now or receive another supported finishing action? action
Evidence and external alignment What the world already says about this thing, gathered so the model can be checked against it.
A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.
Reported evidence
Findings from the breadth pass, kept separate from the structural claims.
Kinds and varieties
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- shoestring
- steak fries
- crinkle-cut
- waffle fries
- curly fries
- potato wedges
- sweet potato fries
- boardwalk/thick-cut
- Which of these kinds and varieties hold for the sense of fries this model covers, and on what evidence? provenance
What the second pass must settle
- Does vr.tr.fries include sweet-potato fries, other vegetable fries and formed products, or should these relate to separate registered things?
- What operational boundaries distinguish fries from wedges, crisps, hash browns and other potato preparations across naming conventions?
- Which texture targets and assessment methods are appropriate for each cut and preparation style, and how should batch sampling be defined?
- Which product-specific instructions and jurisdiction-specific handling rules should govern cooking, holding, reheating and disposal decisions?
- At what point do sauces and toppings make the assessed object a composed dish whose identity belongs to a neighbouring model?