Record, CLM , bronze and silver
CLM-415679
Received 2026-02-05T20:41:27Z, line 81,257 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | SHIRLEY | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | CHAVEZ | Chavez | Changed |
| Date of birth | 1956-05-14 | 1956-05-14 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1919 | •••-••-1919 | Unchanged |
| Phone | (742) 622-3782 | 7426223782 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 2044 Mesa Drive #600 | 2044 Mesa Dr # 600 | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- shirley|chavez
- Address key
- 2044|mesa|chandler
- Canonical first
- shirley
Quality flags
7 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-415677 | 1.00 | Scored | — | Auto-linked |
| CLM-415676 | 0.83 | Scored | — | Sent to steward |
| CLM-415680 | 0.83 | Scored | — | Sent to steward |
| CLM-415678 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010722
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Chavez, 1956-05-14, 2 records, Verified
Evidence
Matched against CLM-415677
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically61a6fc71002026-10-19 19:54:38, scoring_agentidentity id MBR-010722, confidence 1, method probabilistic, matched record CLM-415677, policy version 1
- Record linked automatically71c38b0ab22026-10-19 19:52:09, scoring_agentidentity id MBR-010722, confidence 1, method probabilistic, matched record CLM-415677, policy version 1
- Record linked automatically939934fca02026-10-19 19:45:42, scoring_agentidentity id MBR-010722, confidence 1, method probabilistic, matched record CLM-415677, policy version 1
- Record linked automaticallye0e87071882026-10-19 19:32:31, scoring_agentidentity id MBR-010722, confidence 1, method probabilistic, matched record CLM-415677, policy version 1
- Record linked automatically553494d28c2026-10-19 19:31:28, matching_agentidentity id MBR-036111, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-415680