Record, CLM, bronze and silver
CLM-421319
Received 2026-07-07T15:38:11Z, line 22,983 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 | ·Clark, Michelle | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Clark | Changed |
| Date of birth | 28-06-1987 | 1987-06-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-76779-12·· | UHC-76779-12 | Parsed |
| SSN | •••-••-8538 | •••-••-8538 | Unchanged |
| Phone | 718-627-5243 | 7186275243 | Parsed |
| — | — | Unchanged | |
| Address | 4196 Union Street | 4196 Union St | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33116 | 33116 | Unchanged |
| Group | GRP-9549 | GRP-9549 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.60
- Name key
- michelle|clark
- Address key
- 4196|union|33116
- Canonical first
- michelle
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| PRV-26278 | 1.00 | Scored | — | Auto-linked |
| CLM-421320 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127948 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018282
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Clark, 1987-06-28, 4 records, Verified
Evidence
Matched against PRV-26278
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0a481480aa2026-10-22 12:43:54, scoring_agentidentity id MBR-018282, confidence 1, method probabilistic, matched record PRV-26278, policy version 1
- Record linked automatically450b6e068a2026-10-19 19:54:38, scoring_agentidentity id MBR-018282, confidence 1, method probabilistic, matched record PRV-26278, policy version 1
- Record linked automaticallyf431cc66642026-10-19 19:52:09, scoring_agentidentity id MBR-018282, confidence 1, method probabilistic, matched record PRV-26278, policy version 1
- Record linked automatically5327dee9bc2026-10-19 19:45:42, scoring_agentidentity id MBR-018282, confidence 1, method probabilistic, matched record PRV-26278, policy version 1
- Record linked automaticallyaa2d4047962026-10-19 19:32:31, scoring_agentidentity id MBR-018282, confidence 1, method probabilistic, matched record PRV-26278, policy version 1
- Record linked automaticallyef44edff7d2026-10-19 19:31:28, scoring_agentidentity id MBR-026420, confidence 1, method probabilistic, matched record CLM-421318, policy version 1