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AI Naming

ThinkERD uses an AI engine to automatically generate English names (Full English Name) for standard words. This significantly reduces the burden of manually assigning English names to hundreds of words.

Overview

For standard words that have a logical name and physical abbreviation but no full English name, the AI infers a contextually appropriate English name.

Customer (CUST) → Customer ✅
Number (NO)     → Number ✅
Date (DT)       → Date ✅

This feature is available in the Words management tab of Standard Studio.

How It Works

Generation Process

  1. Target selection — Automatically identifies words with missing English names
  2. AI inference — Generates appropriate English names based on logical names and physical abbreviations
  3. Self-validation — Automatically verifies that generated English names match the physical abbreviations
  4. Manual review — Users review and approve the results

Accuracy Assurance Strategy

AI name generation is not simple translation. It must satisfy two conditions simultaneously: meaning (logical name) and structure (physical abbreviation).

Logical Name: Media Payment Format Code Number
Physical Abbr: MDFCN
→ English Name: Media Defrayal Format Code Number
→ Verification: M(edia) D(efrayal) F(ormat) C(ode) N(umber) = MDFCN ✅

Each character in the physical abbreviation must match the first letter of the corresponding English word in order.

Physical Abbr. English Name Match Verification
CUST **C**ustomer ✅ Single word match
ORD_DT **O**rder **D**a**T**e → ✅ —
PROD_AMT P**roduct **AM**oun**T → ✅ —

Prevents incorrect mappings for commonly confused abbreviations.

Abbreviation ✅ Correct Mapping ❌ Incorrect Mapping
DT Date Datetime
NO Number Notification
NM Name Number
CD Code Card

Usage

Batch Generation

  1. Navigate to the Words Management tab in Standard Studio
  2. Check for words with missing English names
  3. Click the AI Generate Names button
  4. AI generates candidate English names with a preview
  5. Review results and click Apply to batch-update

Individual Editing

If an AI-generated English name is not appropriate, you can directly edit the cell to make corrections.

Data Security

Local AI Execution

AI name generation runs within the server. It does not call external cloud APIs, so your standard dictionary data never leaves the internal network. It can be used safely even in on-premises environments.

FAQ

Can the AI generate incorrect English names?

Yes. Errors are more likely with highly specialized business terms or uncommon abbreviations. In such cases, correct them manually before applying. The AI is an assistive tool — the final decision is the user's.

How many words can be processed at once?

It operates in batch processing mode, so hundreds of words can be processed at once. However, processing time increases with the number of words.

Can it be applied to words that already have English names?

By default, only words with missing English names are targeted. To regenerate an existing English name, first delete the current name and then re-run.