Record, CLM, bronze and silver
CLM-403705
Received 2026-07-27T19:51:46Z, line 77,637 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 | Guzman, Samantha | Samantha | Changed |
| Middle | Z. | Z | Changed |
| Last name | — | Guzman | Changed |
| Date of birth | 1969-12-26 | 1969-12-26 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-92739-37 | UHC-92739-37 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 19118284633 | 9118284633 | Parsed |
| null·· | — | Cleared | |
| Address | 5202 MARKET STREET | 5202 Market St | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90040 | 90040 | Unchanged |
| Group | GRP-6819 | GRP-6819 | Unchanged |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.52
- Name key
- samantha|guzman
- Address key
- 5202|market|90040
- Canonical first
- samantha
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-51608 | 1.00 | Scored | — | Auto-linked |
| PRV-21043 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403704 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023571
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Samantha Guzman, 1969-12-26, 4 records, Verified
Evidence
Matched against TPA-51608
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically12ccebc6dc2026-10-22 12:43:54, scoring_agentidentity id MBR-023571, confidence 1, method probabilistic, matched record TPA-51608, policy version 1
- Record linked automaticallyef42c9ee932026-10-19 19:54:38, scoring_agentidentity id MBR-023571, confidence 1, method probabilistic, matched record TPA-51608, policy version 1
- Record linked automatically9b62d4e15d2026-10-19 19:52:09, scoring_agentidentity id MBR-023571, confidence 1, method probabilistic, matched record TPA-51608, policy version 1
- Record linked automaticallya7a5ef48ce2026-10-19 19:45:42, scoring_agentidentity id MBR-023571, confidence 1, method probabilistic, matched record TPA-51608, policy version 1
- Record linked automaticallyfd1632bb392026-10-19 19:32:31, scoring_agentidentity id MBR-023571, confidence 1, method probabilistic, matched record TPA-51608, policy version 1
- Record linked automatically4718039ea12026-10-19 19:31:28, matching_agentidentity id MBR-017957, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-104825