Record, CLM, bronze and silver
CLM-401661
Received 2026-01-27T22:18:52Z, line 31,892 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 | CHRISTINA | Christina | Changed |
| Middle | — | — | Unchanged |
| Last name | SANDOVAL | Sandoval | Changed |
| Date of birth | 19831228 | 1983-12-28 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3925 | •••-••-3925 | Unchanged |
| Phone | +1 671 380 7910 | 6713807910 | Parsed |
| - | — | Cleared | |
| Address | 257 Meadow Lane | 257 Meadow Ln | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93762-5095 | 93762 | Changed |
| Group | GRP-0237 | GRP-0237 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- christina|sandoval
- Address key
- 257|meadow|93762
- Canonical first
- christina
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 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-401660 | 1.00 | Scored | — | Auto-linked |
| PRV-20508 | 1.00 | Scored | — | Auto-linked |
| CLM-401662 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-401663 | 0.84 | Scored | — | Sent to steward |
| TPA-50721 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008213
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Christina Sandoval, 1983-12-28, 5 records, Verified
Evidence
Matched against CLM-401660
| 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 automaticallyd19d900ac02026-10-19 19:54:38, scoring_agentidentity id MBR-008213, confidence 1, method probabilistic, matched record CLM-401660, policy version 1
- Record linked automaticallyf3a5d687f02026-10-19 19:52:09, scoring_agentidentity id MBR-008213, confidence 1, method probabilistic, matched record CLM-401660, policy version 1
- Record linked automaticallyf2dd019d612026-10-19 19:45:42, scoring_agentidentity id MBR-008213, confidence 1, method probabilistic, matched record CLM-401660, policy version 1
- Record linked automaticallye54a3ebb772026-10-19 19:32:31, scoring_agentidentity id MBR-008213, confidence 1, method probabilistic, matched record CLM-401660, policy version 1
- Record linked automaticallybf1dff2fbd2026-10-19 19:31:28, scoring_agentidentity id MBR-015481, confidence 1, method probabilistic, matched record CLM-401662, policy version 1