#Work-Resource Aggregation

B.1.6 · Stable · B-family aggregation pattern · Normative unless explicitly marked informative · Part B - Trans-disciplinary Reasoning Cluster

#About this pattern

This is a generated FPF pattern page projected from the published FPF source. It is canonical FPF content for this ID; it is not a FPF Reference product feature page.

#How to use this pattern

Read the ID, status, type, and normativity first. Use the content for exact wording, the relations for adjacent concepts, and citations to keep active work grounded without pasting the whole specification.

Type: B-family aggregation pattern Status: Stable Normativity: Normative unless explicitly marked informative

Use this when. Use this pattern when the current claim aggregates resources, effort, time, energy, material, information, cost, or another measured resource over exact dated Work occurrences, A.15.1 temporal or operational Work parts, event-bounded episodes, directly governed non-Work carrier phases, boundary partitions, or comparable work-resource ledgers.

Not this pattern when. If the current question is the method as a way of doing, use A.3.1. If it is a method description, SOP, algorithm text, simulator configuration, or formal expression, use A.3.2. If it is a work plan, use A.15.2. If it is whether Work occurred or which Work temporal part, episode, operational part, retry, resumption, or later occurrence is current, use A.15.1. If it is work-entry readiness, full-kit condition, or resource readiness before work entry, use A.15.5. If it is bounded aggregation of already recovered temporal relations without resource accounting, use B.1.4. If it is a transformation claim, use A.3.4. If apparent resource gain changes whole identity, use B.2.P before any B.2-family owner.

What goes wrong if missed. Resource, effort, time, energy, or cost totals are read from methods, plans, dashboards, or phase labels without a dated work occurrence, resource ledger, and overlap policy.

What this buys. A replayable chain that keeps the resource Characteristic, measurement work/result episteme, aggregation work/result, exact policy, work parthood/overlap, and provenance separately recoverable while preventing double counting.

Practitioners need to roll up work-resource claims across runs, exact A.15.1 Work temporal parts or episodes, teams, devices, stations, model-training epochs, directly governed non-Work carrier phases, or evidence-production occurrences. The recurring error is to treat a method, method description, plan, phase label, dashboard, or expected efficiency as if it were measured performed Work or as if the label established a Work relation.

#Keywords

• work-resource aggregation
• resource Characteristic
• C.16 measurement work/result episteme
• typed input
• Scale/Unit
• dated work set
• work parthood/phase/overlap
• edition-pinned aggregation policy
• allocation/deduplication
• aggregation work
• typed aggregation result
• uncertainty
• provenance.

#Relations

#Content

#Problem Frame

Practitioners need to roll up work-resource claims across runs, exact A.15.1 Work temporal parts or episodes, teams, devices, stations, model-training epochs, directly governed non-Work carrier phases, or evidence-production occurrences. The recurring error is to treat a method, method description, plan, phase label, dashboard, or expected efficiency as if it were measured performed Work or as if the label established a Work relation.

B.1.6 governs the work-resource aggregation claim. It keeps dated work occurrence, method, method description, work plan, resource ledger, holon delimitation, transformation, evidence, and whole reidentification in their own owners.

#Problem

Work-resource totals are often borrowed from plans, method descriptions, dashboards, or phase labels even when no performed-work evidence, resource-accounting basis, holon delimitation, time window, and overlap policy have been recovered. The failure is to treat a convenient total as a work-resource aggregation claim before the dated work occurrences and resource ledger are explicit.

#Forces

#Solution — separate measurement from aggregation

Start with one direct sentence:

Dated aggregation work W_agg applied policy P to the exact C.16 resource-result epistemes for work set W_set, under declared work-part/overlap relations and accounting boundary B, and obtained aggregation result R_agg; C.2.1 episteme E_agg states that result and A.10/G.6 record its provenance.

If any referenced resource value lacks its resource Characteristic, measurement work, result episteme, Scale/Unit, uncertainty when current, or provenance, it is not repaired by adding a ledger row.

WorkResourceAggregation@Context is a descriptive account for one aggregation claim:

WorkResourceAggregation@Context:
  aggregationConcernRef
  boundedContextRef
  accountingBoundaryAndTimeWindowRefs
  aggregatedWorkOccurrenceRefs
  workPartPhaseOrOverlapRelationRefs
  resourceCharacteristicRefs
  measurementWorkRefs
  measurementResultEpistemeRefs
  aggregationMethodRef
  aggregationOperationDeclarationRef?
  aggregationPolicyRef
  conversionOrNormalizationRefs?
  aggregationWorkRef
  aggregationResultRef
  aggregationResultEpistemeRef
  provenancePathRefs
  admissibleUse
  nonAdmissibleOverread

These are separately governed objects, not fields that create one another:

• a resource Characteristic says which quantity or property is accounted for;
• measurement work and a C.16 measurement-result episteme supply each attributed resource value, Scale, Unit, uncertainty, model, calibration, and time stance;
• the aggregation policy declares inclusion, conversion, weighting, missing-value, partition, overlap, and deduplication rules;
• aggregation work is dated U.Work with performer, method, actual inputs through direct relations or A.6.1 bindings, resources, and temporal extent;
• the B.1.6 aggregation result is the typed total, vector, interval, or bounded estimate obtained under that policy and work set;
• a distinct C.2.1 aggregation-result episteme states the result, work set, policy, boundary, time window, qualifications, and uncertainty; and
• A.10/G.6 provenance makes the measurement sources, transformations, aggregation work, and result episteme replayable.

A ledger, dashboard, policy, profile, clause, citation, or graph edge may represent or cite this chain. None establishes work occurrence, actual participation, measurement, aggregation, or result identity by presence.

#Direct Owner Map

#Optional Gamma_work Notation

Gamma_work is optional notation for a recovered WorkResourceAggregation@Context.

Gamma_work(workResourceAggregationRecord, resourceBasis, aggregationPolicy)
  -> aggregationResultRef, aggregationResultEpistemeRef

The notation applies only after the resource Characteristics, C.16 measurement work/result epistemes, dated Work set, exact A.15.1 Work-part/episode/overlap relations or directly governed non-Work PhaseOf relations, accounting boundary and time window, aggregation policy, and dated aggregation Work have been named. It does not create those objects or relations, order method steps, certify a method, or declare emergence.

#Ledger Discipline

The ledger is a replay surface, not the aggregation's ontic owner. For every resource component it records:

• resource Characteristic, Scale, Unit, polarity when relevant, and accounting boundary;
• exact measured or estimated subject, time window, and work occurrence to which the value applies;
• C.16 measurement work and measurement-result episteme, including model, calibration, uncertainty, and provenance refs when current;
• exact A.15.1 Work-temporal, episode, operational-part, partition, or overlap relations—and any separately current non-Work carrier PhaseOf—independently established by their direct owners;
• shared resource, meter, person, tool, stock, data, port, or time-window overlap and the exact deduplication rule;
• conversions, normalizations, imputations, and their declared method/policy refs;
• the aggregation policy edition and actual aggregation work occurrence;
• aggregation result and distinct C.2.1 result episteme; and
• A.10/G.6 source and provenance refs, G.11 currentness when current, admissible use, unsupported overread, and reopen condition.

Measured, estimated, normalized, converted, allocated, and planned values remain visibly different. A planned value does not become a measurement result or performed-work resource use. A citation to a meter or invoice does not establish the measurement work; a ledger row does not establish work parthood or overlap.

Use PortionOf only for an exact resource portion with its A.14 measure and additivity basis. Use PhaseOf only for a proper temporal restriction of one unchanged non-Work carrier after its direct identity rule and interval conditions hold. For Work, use A.15.1 TemporalPartOf_work, EpisodeOf_work, OperationalPartOf_work, another admitted Work-part relation, overlap, retry, resumption, or a separately identified occurrence according to its exact predicate. MemberOf, common timestamps, shared identifiers, a phase label, or co-listing in the ledger establishes none of those relations.

#Aggregation Rules

Typed resource basis. Aggregate only values whose resource Characteristic, Scale, Unit, subject, and accounting boundary are compatible under the declared policy. Joules, hours, kilograms, currency, bytes, and attention do not become one scalar by co-location.

Measurement before aggregation. Each measured input points to exact C.16 measurement work and one measurement-result episteme. Raw meter output, indication, resource stock, attributed value, aggregation input, and later efficiency verdict remain distinct.

Exact Work set. Name every dated Work occurrence included. Parent/child, TemporalPartOf_work, EpisodeOf_work, OperationalPartOf_work, other admitted Work-part, partition, and overlap relations must already obtain under A.15.1 or their exact direct owners. A method, plan, epoch or phase label, invoice period, or dashboard grouping does not establish the Work set.

Exact policy. The aggregation policy states inclusion/exclusion, conversion, normalization, weighting, missing-value treatment, boundary allocation, uncertainty treatment, overlap/deduplication, and output kind. A policy declaration is not aggregation work or a result.

Overlap and shared stocks. Addition is admissible only for disjoint partitions or after an exact policy handles overlap. Shared people, tools, meters, inventories, datasets, ports, and time windows require the direct shared-use/overlap fact and a justified allocation or deduplication rule.

Aggregation work and result. Ground dated aggregation work with performer, method, actual bindings, resources, and time. State the B.1.6 result as a typed total, vector, interval, or bounded estimate under the named policy and work set; then state it in a distinct C.2.1 episteme.

Uncertainty and provenance. Propagate measurement uncertainty and model/conversion uncertainty according to the exact aggregation policy. Provenance lists do not perform uncertainty propagation. A.10/G.6 paths cite the established work, measurements, policy application, transformations, result, and sources without creating them.

Plan/result separation. Expected use from a method description or work plan remains planned. Resource readiness remains A.15.5. Neither proves performed work or a measured aggregation result.

Efficiency and yield. A ratio or yield claim names its input resource results, exact output/domain result, measurement bases, aggregation work, and comparison policy. It does not use a generic output-result relation. Apparent free gain remains a measurement, accounting-boundary, substitution, or whole-reidentification question until its direct owner is recovered.

#Compact Obligation Rows

#Archetypal Grounding

Engine test programme. C.16 measurement Work attributes fuel mass, electrical energy, operator time, and emissions values to exact subjects under their Scales, models, calibration bases, windows, and uncertainties. Each has its own result episteme. Exact test-run occurrences and A.15.1 TemporalPartOf_work, episode, operational-part, or overlap relations define the included Work set; a test-cell or engine phase enters only through its separately governed carrier identity and proper relation. Shared warm-up energy is recorded as overlap. Dated aggregation Work applies ProgrammeResourcePolicy-v3, which allocates warm-up energy once and propagates input uncertainty. The B.1.6 result is a typed resource vector plus qualifications; a C.2.1 episteme states it. A later emissions verdict remains separate evaluation Work and result.

Manufacturing cell. Welding and painting are two dated work occurrences. Electricity, gas, consumables, and labor time are separate resource Characteristics with measurement-result epistemes. A shared extraction fan and overlapping operator time require direct shared-use facts and an allocation policy. The resource ledger represents those facts; it does not create the work, parts, overlap, measurements, aggregation, or frame transformation.

Model training. Epoch labels alone do not establish work parts. Ground the training work and exact slices, then recover C.16 measurements for compute energy, storage traffic, and operator time. Aggregation work applies an edition-pinned policy to those result epistemes. The algorithm remains a method description; trained-model identity, fairness result, provenance, assurance, and deployment decision stay with their direct owners.

#Bias-Annotation

#Conformance Checklist

#Common Anti-Patterns and How to Avoid Them

#Consequences

This pattern gives FPF a conservative owner for a typed resource-aggregation result while keeping each input measurement, performed work occurrence, aggregation policy/application, result episteme, work relation, and provenance path distinct.

The cost is explicit accounting discipline. The gain is that resource roll-ups become comparable without claiming more than the evidence and boundary relation allow.

#Rationale

B.1.6 exists because a convenient total can hide several ontically different chains. Its result is obtained only after exact resource measurement, work-set and overlap grounding, an edition-pinned aggregation policy, and dated aggregation work; the ledger represents that account but does not establish it.

The pattern keeps the useful old Gamma_work notation, but only as notation over a recovered aggregation record. It also preserves the old planned-versus-measured warning: a method description or work plan can declare expected yield or expected resource use, but measured aggregation depends on dated work evidence.

#SoTA-Echoing

Source qualification was checked against the publishers' current surfaces on 2026-07-30. Because ISO and GHG Protocol announced active joint development of an updated product-accounting standard in 2026, these decisions remain qualified only through 2027-01-30 unless a new draft, amendment, confirmation status, or published replacement appears earlier. Internal FPF neighbour authority stays in Relations; it is not presented as an external source decision.

Source refresh is local: replay the row's named rule, case, and checklist rows first. Widen only when that replay contradicts another current B.1.6 locus; a changed accounting source cannot by itself create work, overlap, measurement, result episteme, provenance, or a downstream verdict.

#Relations

• Builds on A.15.1 and A.6.1 for dated measurement/aggregation work, role assignment, declarations, and actual bindings; C.2.1 for measurement-result and aggregation-result epistemes.
• Coordinates with A.3.1, A.3.2, and A.15.2 for method, method description, and work plan.
• Coordinates with A.15.5 for work-entry readiness, full-kit condition, and resource readiness before work entry; B.1.6 may cite those refs but does not decide readiness.
• Coordinates with A.15.1 for exact Work temporal parts, episodes, operational parts, overlaps, retries, resumptions, and later occurrences; with B.1.4 only for bounded aggregation of already recovered temporal relations; and with C.27 for temporal-claim adequacy.
• Coordinates with A.1, B.1, A.14, and C.13 for holon delimitation, part-whole, proper temporal restriction of a directly governed non-Work carrier, and constructive grounding.
• Coordinates with A.3.4 for transformation. When whole reidentification or emergence-family wording is current, B.2.P tests the problem and the relevant B.2-family pattern governs the recovered claim.
• Coordinates with C.16 for resource Characteristics and measurement results; A.10/G.6 for provenance; G.11 for currentness; C.29 for representation or mathematical-lens claims; A.15.1 for Work relations; A.14/B.1.4 for separately governed non-Work part or phase relations and their bounded aggregation; E.17 for publication; and the direct comparison, assurance, transformation, reidentification, or decision owner when those uses are current.

#B.1.6:End

Last Updated: 2026-08-05 — upstream FPF commit 3dbce514 (github.com/ailev/FPF)