Record, CLM, bronze and silver
CLM-401163
Received 2026-08-20T14:48:14Z, line 61,120 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 | SARA | Sara | Changed |
| Middle | — | — | Unchanged |
| Last name | ·GUZMAN | Guzman | Changed |
| Date of birth | 1958-06-21 | 1958-06-21 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | +1 815 408 7009 | 8154087009 | Parsed |
| - | — | Cleared | |
| Address | 3218 Hillcrest Road | 3218 Hillcrest Rd | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55354-5096 | 55354 | Changed |
| Group | GRP-9282 | GRP-9282 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- sara|guzman
- Address key
- 3218|hillcrest|55354
- Canonical first
- sara
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| CLM-401164 | 1.00 | Scored | — | Auto-linked |
| TPA-50507 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018579
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sara Guzman, 1958-06-21, 3 records, Verified
Evidence
Matched against TPA-50507
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallya3210b8d8b2026-10-22 12:43:54, scoring_agentidentity id MBR-018579, confidence 1, method probabilistic, matched record TPA-50507, policy version 1
- Record linked automaticallya5858fcfcd2026-10-19 19:54:38, scoring_agentidentity id MBR-018579, confidence 1, method probabilistic, matched record TPA-50507, policy version 1
- Record linked automaticallycd22d1a7c42026-10-19 19:52:09, scoring_agentidentity id MBR-018579, confidence 1, method probabilistic, matched record TPA-50507, policy version 1
- Record linked automaticallya3743c3eec2026-10-19 19:45:42, scoring_agentidentity id MBR-018579, confidence 1, method probabilistic, matched record TPA-50507, policy version 1
- Record linked automatically6d8d5eb4c42026-10-19 19:32:31, scoring_agentidentity id MBR-018579, confidence 1, method probabilistic, matched record TPA-50507, policy version 1
- Record linked automatically055bf84cad2026-10-19 19:31:28, matching_agentidentity id MBR-012355, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401162