Record, CLM, bronze and silver
CLM-413213
Received 2026-08-31T11:49:42Z, line 43,880 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 | Fields, Frances | Frances | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Fields | Changed |
| Date of birth | 1952-11-04 | 1952-11-04 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·- | — | Cleared |
| SSN | •••-••-5847 | •••-••-5847 | Unchanged |
| Phone | 4146613290 | 4146613290 | Unchanged |
| null | — | Cleared | |
| Address | 565 MAIN STREET | 565 Main St | Changed |
| City | Tempe | Tempe | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85239 | 85239 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- frances|fields
- Address key
- 565|main|85239
- Canonical first
- frances
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 code upper-casedTwo-letter state code upper-cased
- 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-55819 | 1.00 | Scored | — | Auto-linked |
| CLM-413212 | 1.00 | Scored | — | Auto-linked |
| TPA-55818 | 1.00 | Scored | — | Auto-linked |
| PRV-23836 | 0.84 | Scored | — | Sent to steward |
| PRV-23835 | 0.84 | 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 automaticallyd3fbd1badd2026-10-19 19:54:38, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
- Record linked automatically52589695352026-10-19 19:52:08, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
- Record linked automatically1dda1b7a822026-10-19 19:45:41, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
- Record linked automatically67668a17df2026-10-19 19:32:31, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
- Record linked automatically1cea0749732026-10-19 19:31:28, scoring_agentidentity id MBR-021455, confidence 1, method probabilistic, matched record CLM-413212, policy version 1