Record, CLM, bronze and silver
CLM-400008
Received 2026-04-28T10:46:30Z, line 30,714 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 | ·SOPHIA | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | RAMIREZ | Ramirez | Changed |
| Date of birth | 1974-07-12 | 1974-07-12 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-63528-88 | UHC-63528-88 | Unchanged |
| SSN | UNKNOWN·· | — | Cleared |
| Phone | (719) 668-1436 | 7196681436 | Parsed |
| null | — | Cleared | |
| Address | NULL | — | Cleared |
| City | N/A | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-7771 | GRP-7771 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- sophia|ramirez
- Address key
- —
- Canonical first
- sophia
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| TPA-50004 | 1.00 | Scored | — | Auto-linked |
| CLM-400007 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100018 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20005 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028139
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Ramirez, 1974-07-12, 5 records, Verified
Evidence
Matched against TPA-50004
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
4 hash-chained entries for this record
- Record linked automatically2f3b768e282026-10-19 19:54:38, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record TPA-50004, policy version 1
- Record linked automatically877feaa42f2026-10-19 19:52:09, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record TPA-50004, policy version 1
- Record linked automatically2240449bc72026-10-19 19:45:42, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record TPA-50004, policy version 1
- Record linked automatically196cb6df5c2026-10-19 19:32:31, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record TPA-50004, policy version 1