Record, CLM, bronze and silver
CLM-411061
Received 2026-03-07T03:20:04Z, line 12,781 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 | PRIYA | Priya | Changed |
| Middle | P. | P | Changed |
| Last name | RIVERA | Rivera | Changed |
| Date of birth | 01/18/91 | 1991-01-18 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-73259-41 | UHC-73259-41 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ·+1 631 676 8422 | 6316768422 | Parsed |
| priya.rivera@icloud.com | priya.rivera@icloud.com | Unchanged | |
| Address | 7262 Ocean Avenue | 7262 Ocean Ave | Changed |
| City | Orlando | Orlando | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | 32880·· | 32880 | Changed |
| Group | GRP-9587 | GRP-9587 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- priya|rivera
- Address key
- 7262|ocean|32880
- Canonical first
- priya
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-54835 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017951
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Priya Rivera, 1991-01-18, 2 records, Verified
Evidence
Matched against TPA-54835
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd1bab533b52026-10-22 12:43:54, scoring_agentidentity id MBR-017951, confidence 1, method probabilistic, matched record TPA-54835, policy version 1
- Record linked automaticallyfe919ca1bf2026-10-19 19:54:38, scoring_agentidentity id MBR-017951, confidence 1, method probabilistic, matched record TPA-54835, policy version 1
- Record linked automatically38564a4fbc2026-10-19 19:52:09, scoring_agentidentity id MBR-017951, confidence 1, method probabilistic, matched record TPA-54835, policy version 1
- Record linked automatically578e2b45782026-10-19 19:45:42, scoring_agentidentity id MBR-017951, confidence 1, method probabilistic, matched record TPA-54835, policy version 1
- Record linked automatically2c2ebb61ad2026-10-19 19:32:31, scoring_agentidentity id MBR-017951, confidence 1, method probabilistic, matched record TPA-54835, policy version 1
- Record linked automatically62ad7233622026-10-19 19:31:28, matching_agentidentity id MBR-001302, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114652