Record, CLM, bronze and silver
CLM-413256
Received 2026-10-01T10:09:11Z, line 76,230 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 | James | James | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Owens | Owens | Unchanged |
| Date of birth | 3/2/1980 | 1980-03-02 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-46110-34·· | UHC-46110-34 | Parsed |
| SSN | •••-••-0729 | •••-••-0729 | Unchanged |
| Phone | 216-903-5769 | 2169035769 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | ·6467 CAMELBACK ROAD | 6467 Camelback Rd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75086-0625 | 75086 | Changed |
| Group | GRP-3418 | GRP-3418 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- james|owens
- Address key
- 6467|camelback|75086
- Canonical first
- james
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-55833 | 1.00 | Scored | — | Auto-linked |
| CLM-413258 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-413257 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025069
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: James Owens, 1980-03-02, 4 records, Verified
Evidence
Matched against TPA-55833
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically76ec84737c2026-10-19 19:54:38, scoring_agentidentity id MBR-025069, confidence 1, method probabilistic, matched record TPA-55833, policy version 1
- Record linked automatically48990b8ba62026-10-19 19:52:09, scoring_agentidentity id MBR-025069, confidence 1, method probabilistic, matched record TPA-55833, policy version 1
- Record linked automatically0eb35f73ac2026-10-19 19:45:42, scoring_agentidentity id MBR-025069, confidence 1, method probabilistic, matched record TPA-55833, policy version 1
- Record linked automatically1852045f102026-10-19 19:32:31, scoring_agentidentity id MBR-025069, confidence 1, method probabilistic, matched record TPA-55833, policy version 1
- Record linked automaticallycc772b9ac32026-10-19 19:31:28, matching_agentidentity id MBR-029087, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413255