Record, CLM, bronze and silver
CLM-404495
Received 2026-05-30T15:21:30Z, line 61,026 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 | HEATHER | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 4/28/1972 | 1972-04-28 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-92949-91 | UHC-92949-91 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 974.255.9371 | 9742559371 | Parsed |
| HEATHER.SOTO10@PROTON.ME | heather.soto10@proton.me | Changed | |
| Address | 4780 Union Street | 4780 Union St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL·· | FL | Changed |
| ZIP | 33662 | 33662 | Unchanged |
| Group | GRP-9463 | GRP-9463 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.58
- Name key
- heather|soto
- Address key
- 4780|union|33662
- Canonical first
- heather
Quality flags
9 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
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| CLM-404496 | 1.00 | Scored | — | Auto-linked |
| CLM-404497 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-105914 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020945
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Soto, 1972-04-28, 4 records, Verified
Evidence
Matched against CLM-404496
| 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 automatically9f580966e42026-10-19 19:54:38, scoring_agentidentity id MBR-020945, confidence 1, method probabilistic, matched record CLM-404496, policy version 1
- Record linked automaticallya4e9724b9e2026-10-19 19:52:09, scoring_agentidentity id MBR-020945, confidence 1, method probabilistic, matched record CLM-404496, policy version 1
- Record linked automatically663f2adf482026-10-19 19:45:42, scoring_agentidentity id MBR-020945, confidence 1, method probabilistic, matched record CLM-404496, policy version 1
- Record linked automaticallya3863ac25f2026-10-19 19:32:31, scoring_agentidentity id MBR-020945, confidence 1, method probabilistic, matched record CLM-404496, policy version 1
- Record linked automatically729745a3ac2026-10-19 19:31:28, matching_agentidentity id MBR-016770, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404494