Record, CLM, bronze and silver
CLM-411679
Received 2026-02-26T18:20:23Z, line 17,536 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | CAROLYN | Carolyn | Changed |
| Middle | J | J | Unchanged |
| Last name | FISHER | Fisher | Changed |
| Date of birth | 24-05-1951 | 1951-05-24 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UHC-83736-19 | UHC-83736-19 | Unchanged |
| SSN | •••-••-2522 | •••-••-2522 | Unchanged |
| Phone | ·(515) 331-0641 | 5153310641 | Parsed |
| — | — | Unchanged | |
| Address | 7001 Baseline Rd | 7001 Baseline Rd | Unchanged |
| City | EDEN PRAIRIE | Eden Prairie | Changed |
| State | Minnesota | MN | Changed |
| ZIP | 55378 | 55378 | Unchanged |
| Group | ·- | — | Cleared |
| Plan | OPTIONS-PPO·· | OPTIONS-PPO | Changed |
- Quality score
- 0.74
- Name key
- carolyn|fisher
- Address key
- 7001|baseline|55378
- Canonical first
- carolyn
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-411678 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-55155 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-55156 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009013
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Carolyn Fisher, 1951-05-24, 4 records, Verified
Evidence
Matched against TPA-55155
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye2c4f511512026-10-19 19:54:38, matching_agentidentity id MBR-009013, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-55155
- Record linked automatically361a0ef8c92026-10-19 19:52:09, matching_agentidentity id MBR-009013, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-55155
- Record linked automatically81f2bf9d632026-10-19 19:45:42, matching_agentidentity id MBR-009013, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-55155
- Record linked automaticallyfb76aa7eee2026-10-19 19:32:31, matching_agentidentity id MBR-009013, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-55155
- Record linked automaticallyaf4eeb833a2026-10-19 19:31:28, scoring_agentidentity id MBR-009699, confidence 1, method probabilistic, matched record CLM-411678, policy version 1