Record, CLM, bronze and silver
CLM-406404
Received 2026-07-12T23:54:52Z, line 70,973 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 | marcus | Marcus | Changed |
| Middle | — | — | Unchanged |
| Last name | munoz | Munoz | Changed |
| Date of birth | 08/23/72 | 1972-08-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 17308965219 | 7308965219 | Parsed |
| N/A | — | Cleared | |
| Address | 1896 Baseline Road | 1896 Baseline Rd | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32888 | 32888 | Unchanged |
| Group | GRP-8514 | GRP-8514 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- marcus|munoz
- Address key
- 1896|baseline|32888
- Canonical first
- marcus
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- City re-casedCity re-cased to Title Case
- 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-406405 | 1.00 | Scored | — | Auto-linked |
| CLM-406406 | 0.93 | Scored | — | Auto-linked |
| TPA-52814 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038227
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marcus Munoz, 1972-08-23, 3 records, Verified
Evidence
Matched against CLM-406405
| 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 automatically26ca62b1a22026-10-19 19:54:39, scoring_agentidentity id MBR-038227, confidence 1, method probabilistic, matched record CLM-406405, policy version 1
- Record linked automaticallyf659b190792026-10-19 19:52:09, scoring_agentidentity id MBR-038227, confidence 1, method probabilistic, matched record CLM-406405, policy version 1
- Record linked automatically4ee721729b2026-10-19 19:45:42, scoring_agentidentity id MBR-038227, confidence 1, method probabilistic, matched record CLM-406405, policy version 1
- Record linked automatically68c045458e2026-10-19 19:32:31, scoring_agentidentity id MBR-038227, confidence 1, method probabilistic, matched record CLM-406405, policy version 1
- Record linked automaticallyb2cbf5fbe32026-10-19 19:31:28, matching_agentidentity id MBR-009416, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406405