Record, CLM, bronze and silver
CLM-432596
Received 2026-08-24T05:32:30Z, line 21,375 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 | EMILY | Emily | Changed |
| Middle | B | B | Unchanged |
| Last name | HAMILTON | Hamilton | Changed |
| Date of birth | 2440-19-58 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 7927784735 | 7927784735 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 1869 Apache Boulevard | 1869 Apache Blvd | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | Texas | TX | Changed |
| ZIP | ·78278 | 78278 | Changed |
| Group | GRP-4428 | GRP-4428 | Unchanged |
| Plan | UNKNOWN·· | — | Cleared |
- Quality score
- 0.50
- Name key
- emily|hamilton
- Address key
- 1869|apache|78278
- Canonical first
- emily
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-142786 | 1.00 | Scored | — | Auto-linked |
| CLM-432595 | 1.00 | Scored | — | Auto-linked |
| TPA-64379 | 0.83 | Scored | — | Sent to steward |
| TPA-64378 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022214
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emily Hamilton, 1958-04-24, 5 records, Verified
Evidence
Matched against CLM-432595
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb09efbca992026-10-19 19:54:38, scoring_agentidentity id MBR-022214, confidence 1, method probabilistic, matched record CLM-432595, policy version 1
- Record linked automaticallyfc6ea547d92026-10-19 19:52:09, scoring_agentidentity id MBR-022214, confidence 1, method probabilistic, matched record CLM-432595, policy version 1
- Record linked automatically5eb8ac255f2026-10-19 19:45:42, scoring_agentidentity id MBR-022214, confidence 1, method probabilistic, matched record CLM-432595, policy version 1
- Record linked automaticallyf1c035c5dd2026-10-19 19:32:31, scoring_agentidentity id MBR-022214, confidence 1, method probabilistic, matched record CLM-432595, policy version 1
- Record linked automatically5465b463822026-10-19 19:31:28, matching_agentidentity id MBR-039357, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-29521