Record, CLM, bronze and silver
CLM-410906
Received 2026-06-18T23:19:43Z, line 35,577 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 | Laura | Laura | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Johnson | Johnson | Unchanged |
| Date of birth | 1981-01-03 | 1981-01-03 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | null·· | — | Cleared |
| SSN | null | — | Cleared |
| Phone | ·null | — | Cleared |
| N/A | — | Cleared | |
| Address | 184 Meadow Ln | 184 Meadow Ln | Unchanged |
| City | SAN ANTONIO | San Antonio | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78203 | 78203 | Unchanged |
| Group | GRP-2963 | GRP-2963 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- laura|johnson
- Address key
- 184|meadow|78203
- Canonical first
- laura
Quality flags
4 raised during normalisation
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-114295 | 1.00 | Scored | — | Auto-linked |
| PRV-23152 | 0.99 | Scored | — | Auto-linked |
| ENR-114296 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035437
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Johnson, 1981-01-03, 4 records, Verified
Evidence
Matched against ENR-114295
| 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 automatically13b08e4dfe2026-10-22 12:43:55, scoring_agentidentity id MBR-035437, confidence 1, method probabilistic, matched record ENR-114295, policy version 1
- Record linked automatically5b419fc94f2026-10-19 19:54:39, scoring_agentidentity id MBR-035437, confidence 1, method probabilistic, matched record ENR-114295, policy version 1
- Record linked automatically4aa941a7b72026-10-19 19:52:09, scoring_agentidentity id MBR-035437, confidence 1, method probabilistic, matched record ENR-114295, policy version 1
- Record linked automatically9b47afc8bf2026-10-19 19:45:42, scoring_agentidentity id MBR-035437, confidence 1, method probabilistic, matched record ENR-114295, policy version 1
- Record linked automatically9b7e6afef62026-10-19 19:32:31, scoring_agentidentity id MBR-035437, confidence 1, method probabilistic, matched record ENR-114295, policy version 1
- Record linked automatically776bcb8aac2026-10-19 19:31:28, matching_agentidentity id MBR-009824, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54833