Record, CLM, bronze and silver
CLM-403268
Received 2026-03-07T14:26:08Z, line 39,750 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | kenneth | Kenneth | Changed |
| Middle | — | — | Unchanged |
| Last name | coopar | Coopar | Changed |
| Date of birth | 1999-04-06 | 1999-04-06 | Unchanged |
| Gender | Male·· | M | Parsed |
| Member ID | UHC-97521-32 | UHC-97521-32 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 14474774516 | 4474774516 | Parsed |
| N/A | — | Cleared | |
| Address | 6394 Baseline Road | 6394 Baseline Rd | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85234 | 85234 | Unchanged |
| Group | GRP-8790 | GRP-8790 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- kenneth|coopar
- Address key
- 6394|baseline|85234
- Canonical first
- kenneth
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-403266 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403267 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51417 | 0.99 | Scored | — | Auto-linked |
| ENR-104242 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005048
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kenneth Cooper, 1999-04-06, 5 records, Verified
Evidence
Matched against CLM-403266
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically068dd3340c2026-10-19 19:54:38, matching_agentidentity id MBR-005048, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403266
- Record linked automaticallyb35851208f2026-10-19 19:52:08, matching_agentidentity id MBR-005048, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403266
- Record linked automaticallyced6239ab52026-10-19 19:45:42, matching_agentidentity id MBR-005048, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403266
- Record linked automatically30961f7b942026-10-19 19:32:31, matching_agentidentity id MBR-005048, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403266
- Record linked automaticallyb6437bee322026-10-19 19:31:28, matching_agentidentity id MBR-006069, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-104288