How MIRENA strengthens supporting entities in a rewrite | Semantec SEO

Entity support repair

How MIRENA strengthens supporting entities in a rewrite

A supporting entity rewrite adds, clarifies, repositions, or removes the concepts, attributes, methods, objects, and linked workflows that help the primary entity make sense.

MIRENA confirms the main entity before adding support. It then maps missing context, assigns each support entity a role, places attributes and examples near the ideas they explain, and links deeper concepts to the URL that owns them.

1 master prompt 5 internal stages 7 acceptance checks One owned handoff
Use whenThe main topic is clear but the explanation feels thin.Choose the smallest repair that fits.
First gateLock the primary entitySource context and page role come first.
Primary outputEntity role and placement recordEvery change carries a reason.
Stop ruleDo not add every related term.Blocked items stay visible.

When MIRENA uses the workflow

Start from the visible failure, not from a generic rewrite request.

  • The main topic is clear but the explanation feels thin.
  • Related concepts are named without showing their role.
  • Headings, examples, or tables lack useful entity support.
  • The asset has weak links to deeper concepts in the cluster.

Internal MIRENA workflow

Five stages move the asset from evidence to an owned handoff.

Lock the primary entity

Confirm the page job, target query, primary entity, and allowed support boundary.

Audit support coverage

Find missing, vague, repeated, misplaced, or unsupported entities and attributes.

Assign roles and proximity

Give every accepted entity a definition, attribute, example, comparison, proof, or link job.

Rewrite the approved blocks

Place support entities where they clarify the topic without adding clutter.

Review cohesion and route

Check entity dominance, reader effort, link paths, unresolved proof, and the next workflow.

Acceptance and behavior checks

MIRENA checks the repair against the page job, user path, evidence, and next route.

Primary entity

One entity remains the clear center of the asset.

Support fit

Every support entity helps the approved page job.

Role clarity

Each entity performs a visible explanatory or routing job.

Attributes

Important entities have the properties needed for understanding.

Proximity

Support entities sit near the point they clarify.

Internal route

Deeper concepts link to the URL that owns them.

User path

The added support reduces confusion and points to a useful next step.

Page master prompt

One complete prompt runs intake, diagnosis, repair, execution, review, and handoff.

Copy the master prompt into MIRENA with the approved source context, the asset, the target query, the evidence, and the repair boundary.

01 Master workflow

Rewrite for Supporting Entities Master Workflow

One prompt covers intake, diagnosis, repair planning, execution, behavior checks, review, and the final handoff.

Copy master prompt
Short command Run Rewrite for Supporting Entities Master Workflow for [page, draft, block, files, or URL].
Open the complete master prompt, inputs, stages, checks, and routes
Complete master prompt
Required inputs
  • Current URL, brief, draft, or target block
  • Approved page job and target query
  • Primary entity and current support entities
  • Approved attributes, examples, facts, and source material
  • Parent, sibling, and deeper support URLs
Internal stages
  1. Lock the primary entity
    Confirm the page job, target query, primary entity, and allowed support boundary.
  2. Audit support coverage
    Find missing, vague, repeated, misplaced, or unsupported entities and attributes.
  3. Assign roles and proximity
    Give every accepted entity a definition, attribute, example, comparison, proof, or link job.
  4. Rewrite the approved blocks
    Place support entities where they clarify the topic without adding clutter.
  5. Review cohesion and route
    Check entity dominance, reader effort, link paths, unresolved proof, and the next workflow.
Acceptance checks
  • Primary entity: One entity remains the clear center of the asset.
  • Support fit: Every support entity helps the approved page job.
  • Role clarity: Each entity performs a visible explanatory or routing job.
  • Attributes: Important entities have the properties needed for understanding.
  • Proximity: Support entities sit near the point they clarify.
  • Internal route: Deeper concepts link to the URL that owns them.
  • User path: The added support reduces confusion and points to a useful next step.
Hard guards
  • Do not add every related term.
  • Do not confuse entity mentions with useful explanation.
  • Do not let support entities replace or blur the primary entity.
  • Do not keep an entity unless it supports the approved page job or a justified reader route.
  • Keep copy outside the approved repair boundary unchanged.
  • Stop when evidence, ownership, intent, proof, safety, or approval is missing.
  • Create final schema only after visible copy approval.
Possible routes
  • Drafting and Rewriting
  • Entity SEO and Salience
  • Information Gain
  • Internal Linking
  • Draft Review

MIRENA handoff

The workflow ends with owned changes, unresolved items, behavior records, and the next route.

01

Entity role and placement record

MIRENA records the source, confidence, approval state, owner, blocker, and next route.

02

Rewritten support copy

MIRENA records the source, confidence, approval state, owner, blocker, and next route.

03

Removed or held entity mentions

MIRENA records the source, confidence, approval state, owner, blocker, and next route.

04

Attribute, example, and proof needs

MIRENA records the source, confidence, approval state, owner, blocker, and next route.

05

Internal route and review handoff

MIRENA records the source, confidence, approval state, owner, blocker, and next route.

Questions

Rewrite for Supporting Entities questions.

What is a supporting entity rewrite?

It adds, clarifies, repositions, or removes the related concepts that help the main entity make sense.

Does MIRENA add every related entity?

No. MIRENA keeps only the entities that support meaning, proof, comparison, action, or a justified link route.

How does MIRENA place support entities?

It places them near the definition, example, table, heading, proof, or decision they support.

What does MIRENA return?

MIRENA returns the entity map, revised blocks, removed terms, evidence needs, link placements, and review route.

Next route

Give MIRENA the asset, evidence, and repair boundary.

MIRENA applies the master workflow, keeps unresolved proof and approval needs visible, and routes the result into review, approval, or the next workflow.

Founder access is €20 per 30 days excluding VAT for one seat and one active MIRENA instance. OpenAI account rules and usage limits remain separate.