Record, CLM, bronze and silver
CLM-422830
Received 2026-05-10T16:50:12Z, line 46,170 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 | TIMOTHY·· | Timothy | Changed |
| Middle | — | — | Unchanged |
| Last name | CARPENTER | Carpenter | Changed |
| Date of birth | 1970-04-07 | 1970-04-07 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-0058 | •••-••-0058 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 8987 Hillcrest Road | 8987 Hillcrest Rd | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85217-6020 | 85217 | Changed |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.48
- Name key
- timothy|carpenter
- Address key
- 8987|hillcrest|85217
- Canonical first
- timothy
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-60028 | 0.99 | Scored | — | Auto-linked |
| ENR-129871 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-422831 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001065
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Timothy Carpenter, 1970-04-07, 4 records, Verified
Evidence
Matched against TPA-60028
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automaticallya10a38015d2026-10-22 12:43:52, scoring_agentidentity id MBR-001065, confidence 0.995, method probabilistic, matched record TPA-60028, policy version 1
- Record linked automatically6b33bc9fc02026-10-19 19:54:38, scoring_agentidentity id MBR-001065, confidence 0.995, method probabilistic, matched record TPA-60028, policy version 1
- Record linked automatically67a53d7a102026-10-19 19:52:08, scoring_agentidentity id MBR-001065, confidence 0.995, method probabilistic, matched record TPA-60028, policy version 1
- Record linked automaticallyf7043e94732026-10-19 19:45:41, scoring_agentidentity id MBR-001065, confidence 0.995, method probabilistic, matched record TPA-60028, policy version 1
- Record linked automatically9ce7c5ce112026-10-19 19:32:31, scoring_agentidentity id MBR-001065, confidence 0.995, method probabilistic, matched record TPA-60028, policy version 1
- Record linked automatically34ea1c4d192026-10-19 19:31:28, scoring_agentidentity id MBR-005068, confidence 1, method probabilistic, matched record TPA-60034, policy version 1