Record, CLM, bronze and silver
CLM-428692
Received 2026-03-18T14:12:25Z, line 20,637 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LUCIA | Lucia | Changed |
| Middle | — | — | Unchanged |
| Last name | ·RIOS | Rios | Changed |
| Date of birth | 4/2/1939 | 1939-04-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-92720-51 | UHC-92720-51 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 5694502 | — | Cleared |
| — | — | Unchanged | |
| Address | 5436 Camelback Road | 5436 Camelback Rd | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80248 | 80248 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- lucia|rios
- Address key
- 5436|camelback|80248
- Canonical first
- lucia
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 missing area codePhone had only seven digits (no area code); cleared
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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-428694 | 1.00 | Scored | — | Auto-linked |
| CLM-428690 | 1.00 | Scored | — | Auto-linked |
| CLM-428691 | 1.00 | Scored | — | Auto-linked |
| ENR-137640 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-137641 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428693 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006680
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lucia Rios, 1939-04-02, 7 records, Verified
Evidence
Matched against CLM-428694
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically140b3d28372026-10-19 19:54:38, scoring_agentidentity id MBR-006680, confidence 1, method probabilistic, matched record CLM-428694, policy version 1
- Record linked automatically3250ff99302026-10-19 19:52:09, scoring_agentidentity id MBR-006680, confidence 1, method probabilistic, matched record CLM-428694, policy version 1
- Record linked automatically11b8ff72652026-10-19 19:45:42, scoring_agentidentity id MBR-006680, confidence 1, method probabilistic, matched record CLM-428694, policy version 1
- Record linked automatically611f811b602026-10-19 19:32:31, scoring_agentidentity id MBR-006680, confidence 1, method probabilistic, matched record CLM-428694, policy version 1
- Record linked automatically8e9fe95d7d2026-10-19 19:31:28, matching_agentidentity id MBR-028296, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428693