Record, CLM, bronze and silver
CLM-425773
Received 2026-01-30T03:14:49Z, line 37,492 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 | Joan J | Joan | Changed |
| Middle | — | J | Changed |
| Last name | Soto | Soto | Unchanged |
| Date of birth | 1981-05-17 | 1981-05-17 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | -·· | — | Cleared |
| Phone | 757-885-3556 | 7578853556 | Parsed |
| — | — | Unchanged | |
| Address | 1004 APACHE BOULEVARD | 1004 Apache Blvd | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | California | CA | Changed |
| ZIP | 90000 | 90000 | Unchanged |
| Group | GRP-7130 | GRP-7130 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.52
- Name key
- joan|soto
- Address key
- 1004|apache|90000
- Canonical first
- joan
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- 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-425774 | 1.00 | Scored | — | Auto-linked |
| TPA-61375 | 1.00 | Scored | — | Auto-linked |
| TPA-61374 | 1.00 | Scored | — | Auto-linked |
| ENR-133698 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008821
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joan Soto, 1981-05-17, 5 records, Verified
Evidence
Matched against CLM-425774
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyf0f272b6de2026-10-19 19:54:38, scoring_agentidentity id MBR-008821, confidence 1, method probabilistic, matched record CLM-425774, policy version 1
- Record linked automatically00519b30302026-10-19 19:52:09, scoring_agentidentity id MBR-008821, confidence 1, method probabilistic, matched record CLM-425774, policy version 1
- Record linked automaticallye9fe19c90e2026-10-19 19:45:42, scoring_agentidentity id MBR-008821, confidence 1, method probabilistic, matched record CLM-425774, policy version 1
- Record linked automaticallyb7332daac42026-10-19 19:32:31, scoring_agentidentity id MBR-008821, confidence 1, method probabilistic, matched record CLM-425774, policy version 1