Record, CLM, bronze and silver
CLM-414706
Received 2026-01-26T17:49:24Z, line 56,530 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 | sophia | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | perez | Perez | Changed |
| Date of birth | ·1948-12-19 | 1948-12-19 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-65778-87 | UHC-65778-87 | Unchanged |
| SSN | •••-••-4617 | •••-••-4617 | Parsed |
| Phone | (445) 278-7432 | 4452787432 | Parsed |
| N/A | — | Cleared | |
| Address | 2043 FOREST AVENUE | 2043 Forest Ave | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95833 | 95833 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- sophia|perez
- Address key
- 2043|forest|95833
- Canonical first
- sophia
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| TPA-56483 | 1.00 | Scored | — | Auto-linked |
| CLM-414707 | 0.97 | Scored | — | Auto-linked |
| TPA-56482 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007871
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Perez, 1948-12-19, 4 records, Verified
Evidence
Matched against TPA-56483
| 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 automaticallyc463250c312026-10-19 19:54:38, scoring_agentidentity id MBR-007871, confidence 1, method probabilistic, matched record TPA-56483, policy version 1
- Record linked automaticallyb1fcbef7582026-10-19 19:52:09, scoring_agentidentity id MBR-007871, confidence 1, method probabilistic, matched record TPA-56483, policy version 1
- Record linked automatically97f4f2f82b2026-10-19 19:45:42, scoring_agentidentity id MBR-007871, confidence 1, method probabilistic, matched record TPA-56483, policy version 1
- Record linked automaticallye0c494bd112026-10-19 19:32:31, scoring_agentidentity id MBR-007871, confidence 1, method probabilistic, matched record TPA-56483, policy version 1
- Record linked automaticallya67359ff4a2026-10-19 19:31:28, scoring_agentidentity id MBR-019957, confidence 1, method probabilistic, matched record ENR-119262, policy version 1