Record, CLM, bronze and silver
CLM-423860
Received 2026-02-13T02:21:48Z, line 57,861 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 | BLILY·· | Blily | Changed |
| Middle | — | — | Unchanged |
| Last name | BROWN·· | Brown | Changed |
| Date of birth | 1977-12-04 | 1977-12-04 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 13682276501 | 3682276501 | Parsed |
| — | — | Unchanged | |
| Address | 870 HILLCREST RD | 870 Hillcrest Rd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93709 | 93709 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.76
- Name key
- blily|brown
- Address key
- 870|hillcrest|93709
- Canonical first
- blily
Quality flags
6 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
- 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-131214 | 0.94 | Scored | — | Auto-linked |
| PRV-27033 | 0.94 | Scored | — | Auto-linked |
| CLM-423859 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012657
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Billy Brown, 1977-12-04, 4 records, Verified
Evidence
Matched against ENR-131214
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.83 | 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 automatically7ff33017c32026-10-22 12:43:54, scoring_agentidentity id MBR-012657, confidence 0.935, method probabilistic, matched record ENR-131214, policy version 1
- Record linked automaticallyf6dfac99d02026-10-19 19:54:38, scoring_agentidentity id MBR-012657, confidence 0.935, method probabilistic, matched record ENR-131214, policy version 1
- Record linked automatically72cc00d9b02026-10-19 19:52:09, scoring_agentidentity id MBR-012657, confidence 0.935, method probabilistic, matched record ENR-131214, policy version 1
- Record linked automatically984713f9a02026-10-19 19:45:42, scoring_agentidentity id MBR-012657, confidence 0.935, method probabilistic, matched record ENR-131214, policy version 1
- Record linked automaticallyf89f8e0c8e2026-10-19 19:32:31, scoring_agentidentity id MBR-012657, confidence 0.935, method probabilistic, matched record ENR-131214, policy version 1
- Record linked automatically039c488b7d2026-10-19 19:31:28, matching_agentidentity id MBR-030208, confidence 0.96, rule D3 member_id + name, method deterministic, matched record TPA-60499