Record, CLM, bronze and silver
CLM-429587
Received 2026-01-28T09:24:40Z, line 62,710 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ·laura | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | ford | Ford | Changed |
| Date of birth | 1971-04-01 | 1971-04-01 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | N/A·· | — | Cleared |
| SSN | •••-••-6153 | •••-••-6153 | Parsed |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 2828 MAPLE AVENUE Apt 8 | 2828 Maple Ave Apt 8 | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85283-7401 | 85283 | Changed |
| Group | GRP-1216 | GRP-1216 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.48
- Name key
- laura|ford
- Address key
- 2828|maple|85283
- Canonical first
- laura
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-60929 | 0.67 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008350
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Ford, 1971-04-01, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0020830.67Open
Audit
1 hash-chained entry for this record
- Record linked automaticallyfe215acad32026-10-19 19:31:28, matching_agentidentity id MBR-009006, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62985