Record, CLM, bronze and silver
CLM-403334
Received 2026-06-05T22:52:56Z, line 49,046 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 | JANICE | Janice | Changed |
| Middle | B | B | Unchanged |
| Last name | HARPER | Harper | Changed |
| Date of birth | 07/04/81 | 1981-07-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1931 | •••-••-1931 | Parsed |
| Phone | 930-292-4478 | 9302924478 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 9455 CANYON RD | 9455 Canyon Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85287 | 85287 | Unchanged |
| Group | GRP-9456·· | GRP-9456 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.50
- Name key
- janice|harper
- Address key
- 9455|canyon|85287
- Canonical first
- janice
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-104334 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024163
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Janice Harper, 1981-07-04, 2 records, Verified
Evidence
Matched against ENR-104334
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3f8c3f6b532026-10-22 12:43:54, matching_agentidentity id MBR-024163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-104334
- Record linked automatically1f68badd5b2026-10-19 19:54:38, matching_agentidentity id MBR-024163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-104334
- Record linked automatically944f3fe5592026-10-19 19:52:09, matching_agentidentity id MBR-024163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-104334
- Record linked automaticallyfa75e5c2c62026-10-19 19:45:42, matching_agentidentity id MBR-024163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-104334
- Record linked automatically7383bd77172026-10-19 19:32:31, matching_agentidentity id MBR-024163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-104334