Record, CLM, bronze and silver
CLM-426676
Received 2026-05-31T16:16:36Z, line 76,566 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 | betty | Betty | Changed |
| Middle | — | — | Unchanged |
| Last name | pena | Pena | Changed |
| Date of birth | 3/21/1979·· | 1979-03-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-94994-59 | UHC-94994-59 | Unchanged |
| SSN | •••-••-6687 | •••-••-6687 | Unchanged |
| Phone | (677) 515-1078·· | 6775151078 | Parsed |
| NULL | — | Cleared | |
| Address | 9749 Pine Drive | 9749 Pine Dr | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | Florida | FL | Changed |
| ZIP | 32230 | 32230 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.58
- Name key
- betty|pena
- Address key
- 9749|pine|32230
- Canonical first
- betty
Quality flags
9 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
- 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
- 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-426677 | 1.00 | Scored | — | Auto-linked |
| CLM-426678 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028124
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Betty Pena, 1979-03-21, 3 records, Verified
Evidence
Matched against CLM-426677
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically3a600fc3112026-10-19 19:54:38, scoring_agentidentity id MBR-028124, confidence 1, method probabilistic, matched record CLM-426677, policy version 1
- Record linked automaticallyee06f54aa92026-10-19 19:52:09, scoring_agentidentity id MBR-028124, confidence 1, method probabilistic, matched record CLM-426677, policy version 1
- Record linked automatically4add777ecb2026-10-19 19:45:42, scoring_agentidentity id MBR-028124, confidence 1, method probabilistic, matched record CLM-426677, policy version 1
- Record linked automatically7497aec9182026-10-19 19:32:31, scoring_agentidentity id MBR-028124, confidence 1, method probabilistic, matched record CLM-426677, policy version 1
- Record linked automaticallyb4ad8b1edd2026-10-19 19:31:28, matching_agentidentity id MBR-007219, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135286