Record, CLM, bronze and silver
CLM-422831
Received 2026-03-13T13:03:08Z , line 87,802 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 | U | U | Unchanged |
| Last name | CARPENTER | Carpenter | Changed |
| Date of birth | Apr 7, 1970 | 1970-04-07 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | •••-••-0058 | •••-••-0058 | Parsed |
| Phone | 436.554.2674 | 4365542674 | Parsed |
| - | — | Cleared | |
| Address | 8987 HILLCREST RD | 8987 Hillcrest Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85217 | 85217 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- timothy|carpenter
- Address key
- 8987|hillcrest|85217
- Canonical first
- timothy
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
| CLM-422830 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-129871 | 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 automatically55cb86cca82026-10-22 12:43:52, scoring_agentidentity id MBR-001065, confidence 0.995, method probabilistic, matched record TPA-60028, policy version 1
- Record linked automatically500cf511882026-10-19 19:54:38, scoring_agentidentity id MBR-001065, confidence 0.995, method probabilistic, matched record TPA-60028, policy version 1
- Record linked automatically7a36340bd22026-10-19 19:52:08, scoring_agentidentity id MBR-001065, confidence 0.995, method probabilistic, matched record TPA-60028, policy version 1
- Record linked automaticallya2130656d72026-10-19 19:45:41, scoring_agentidentity id MBR-001065, confidence 0.995, method probabilistic, matched record TPA-60028, policy version 1
- Record linked automatically04a1a0bde22026-10-19 19:32:31, scoring_agentidentity id MBR-001065, confidence 0.995, method probabilistic, matched record TPA-60028, policy version 1
- Record linked automaticallyd919a4c7d12026-10-19 19:31:28, matching_agentidentity id MBR-018558, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130058