Record, CLM, bronze and silver
CLM-413212
Received 2026-02-19T08:18:37Z, line 76,584 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 | FRANCES | Frances | Changed |
| Middle | L | L | Unchanged |
| Last name | FIELDS | Fields | Changed |
| Date of birth | 04-11-1952 | 1952-11-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-96648-95 | UHC-96648-95 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| - | — | Cleared | |
| Address | 565 Main Street | 565 Main St | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85239 | 85239 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- frances|fields
- Address key
- 565|main|85239
- Canonical first
- frances
Quality flags
6 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)
- 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
- 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-55818 | 1.00 | Scored | — | Auto-linked |
| CLM-413213 | 1.00 | Scored | — | Auto-linked |
| TPA-55819 | 1.00 | Scored | — | Auto-linked |
| PRV-23836 | 0.81 | Scored | — | Sent to steward |
| PRV-23835 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000357
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frances Fields, 1952-11-04, 6 records, Verified
Evidence
Matched against TPA-55819
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically784eaae02e2026-10-19 19:54:38, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
- Record linked automatically3cb5d2d2922026-10-19 19:52:08, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
- Record linked automaticallyde7f2337122026-10-19 19:45:41, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
- Record linked automaticallyb39de722732026-10-19 19:32:31, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
- Record linked automatically5bfff304362026-10-19 19:31:28, scoring_agentidentity id MBR-021455, confidence 1, method probabilistic, matched record CLM-413213, policy version 1