Record, CLM, bronze and silver
CLM-411788
Received 2026-09-06T08:41:43Z, line 15,650 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 | SAM | Sam | Changed |
| Middle | ···· | — | Unchanged |
| Last name | ROMERO | Romero | Changed |
| Date of birth | 07-08-1976 | 1976-08-07 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UHC-70881-28·· | UHC-70881-28 | Parsed |
| SSN | •••-••-7529 | •••-••-7529 | Parsed |
| Phone | (664) 550-2381 | 6645502381 | Parsed |
| samantha.romero@aol.com | samantha.romero@aol.com | Unchanged | |
| Address | — | — | Unchanged |
| City | - | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-3273 | GRP-3273 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.90
- Name key
- samantha|romero
- Address key
- —
- Canonical first
- samantha
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| ENR-115549 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411790 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411789 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015724
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Samantha Romero, 1976-08-07, 4 records, Verified
Evidence
Matched against CLM-411790
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automaticallya9df5b32ce2026-10-22 12:43:54, matching_agentidentity id MBR-015724, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411790
- Record linked automatically65f3d9d5b02026-10-19 19:54:38, matching_agentidentity id MBR-015724, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411790
- Record linked automaticallye2812939982026-10-19 19:52:09, matching_agentidentity id MBR-015724, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411790
- Record linked automatically8f4ddf5cc82026-10-19 19:45:42, matching_agentidentity id MBR-015724, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411790
- Record linked automatically696cce04ba2026-10-19 19:32:31, matching_agentidentity id MBR-015724, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411790
- Record linked automatically31e4a529ea2026-10-19 19:31:28, matching_agentidentity id MBR-003503, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115643