Record, CLM , bronze and silver
CLM-405681
Received 2026-10-11T01:18:30Z, line 70,834 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Grace | Grace | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Kennedy | Kennedy | Unchanged |
| Date of birth | ·19520207 | 1952-02-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-94262-16 | UHC-94262-16 | Unchanged |
| SSN | •••-••-9901 | •••-••-9901 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 3820 INDIAN SCHOOL RD | 3820 Indian School Rd | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-4335 | GRP-4335 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.62
- Name key
- grace|kennedy
- Address key
- 3820|indian school|fresno
- Canonical first
- grace
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)
- 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 missingStreet address present but no ZIP supplied
- 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-107466 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-52503 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-52502 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018006
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Grace Kennedy, 1952-02-07, 4 records, Verified
Evidence
Matched against ENR-107466
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf2655b1c212026-10-19 19:54:38, matching_agentidentity id MBR-018006, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107466
- Record linked automatically81a280a65b2026-10-19 19:52:09, matching_agentidentity id MBR-018006, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107466
- Record linked automaticallyc6acb471502026-10-19 19:45:42, matching_agentidentity id MBR-018006, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107466
- Record linked automatically3cb524fed12026-10-19 19:32:31, matching_agentidentity id MBR-018006, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107466
- Record linked automatically1cb6a0f85e2026-10-19 19:31:28, scoring_agentidentity id MBR-006422, confidence 1, method probabilistic, matched record CLM-405682, policy version 1