Record, CLM, bronze and silver
CLM-403089
Received 2026-09-27T16:10:51Z, line 75,042 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 | Ramirez, Frank | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ramirez | Changed |
| Date of birth | 09/09/73 | 1973-09-09 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-97290-10 | UHC-97290-10 | Unchanged |
| SSN | •••-••-4293 | •••-••-4293 | Unchanged |
| Phone | 371-324-2989 | 3713242989 | Parsed |
| null | — | Cleared | |
| Address | 16 Pine Drive | 16 Pine Dr | Changed |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93793 | 93793 | Unchanged |
| Group | GRP-0296 | GRP-0296 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.24
- Name key
- frank|ramirez
- Address key
- 16|pine|93793
- Canonical first
- frank
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-51315 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-103991 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403088 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-041868
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frank Ramirez, 1973-09-09, 3 records, Verified
Evidence
Matched against TPA-51315
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6de3232e7d2026-10-19 19:54:39, matching_agentidentity id MBR-041868, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51315
- Record linked automatically7d65b619a32026-10-19 19:52:09, matching_agentidentity id MBR-041868, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51315
- Record linked automatically39225276e72026-10-19 19:45:42, matching_agentidentity id MBR-041868, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51315
- Record linked automaticallyd196a80e062026-10-19 19:32:31, matching_agentidentity id MBR-041868, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51315
- Record linked automaticallyd445bc53e02026-10-19 19:31:28, scoring_agentidentity id MBR-026719, confidence 1, method probabilistic, matched record CLM-403088, policy version 1