Record, CLM , bronze and silver
CLM-413914
Received 2026-02-13T22:35:59Z, line 51,165 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | arthur | Arthur | Changed |
| Middle | — | — | Unchanged |
| Last name | marshall | Marshall | Changed |
| Date of birth | 1979-02-09 | 1979-02-09 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8349 | •••-••-8349 | Unchanged |
| Phone | 14489207391 | 4489207391 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 9593 Ocean Ave | 9593 Ocean Ave | Unchanged |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | null | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.66
- Name key
- arthur|marshall
- Address key
- 9593|ocean|los angeles
- Canonical first
- arthur
Quality flags
5 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-118197 | 0.94 | Scored | — | Auto-linked |
| ENR-118198 | 0.94 | Scored | — | Auto-linked |
| CLM-413913 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012895
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Arthur Marshall, 1979-02-09, 4 records, Verified
Evidence
Matched against ENR-118197
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically76d3b15da42026-10-22 12:43:54, scoring_agentidentity id MBR-012895, confidence 0.937, method probabilistic, matched record ENR-118197, policy version 1
- Record linked automatically2c81fdedd92026-10-19 19:54:38, scoring_agentidentity id MBR-012895, confidence 0.937, method probabilistic, matched record ENR-118197, policy version 1
- Record linked automatically887799e5342026-10-19 19:52:09, scoring_agentidentity id MBR-012895, confidence 0.937, method probabilistic, matched record ENR-118197, policy version 1
- Record linked automatically9be9d720002026-10-19 19:45:42, scoring_agentidentity id MBR-012895, confidence 0.937, method probabilistic, matched record ENR-118197, policy version 1
- Record linked automatically65acf268ff2026-10-19 19:32:31, scoring_agentidentity id MBR-012895, confidence 0.937, method probabilistic, matched record ENR-118197, policy version 1
- Record linked automaticallye5409da5362026-10-19 19:31:28, scoring_agentidentity id MBR-021972, confidence 1, method probabilistic, matched record TPA-56058, policy version 1