Record, CLM, bronze and silver
CLM-421653
Received 2026-09-21T10:42:36Z, line 85,772 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 | Jim | Jim | Unchanged |
| Middle | M | M | Unchanged |
| Last name | Maldonado | Maldonado | Unchanged |
| Date of birth | 1954-08-19 | 1954-08-19 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-9415 | •••-••-9415 | Unchanged |
| Phone | 275.987.4401 | 2759874401 | Parsed |
| — | — | Unchanged | |
| Address | 9382 Mountain View Drive | 9382 Mountain View Dr | Changed |
| City | Mesa | Mesa | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85272 | 85272 | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- james|maldonado
- Address key
- 9382|mountain view|85272
- Canonical first
- james
Quality flags
6 raised during normalisation
- 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
- 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-421655 | 1.00 | Scored | — | Auto-linked |
| PRV-26379 | 1.00 | Scored | — | Auto-linked |
| CLM-421654 | 1.00 | Scored | — | Auto-linked |
| ENR-128350 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-421656 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027302
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: James Maldonado, 1954-08-19, 6 records, Verified
Evidence
Matched against CLM-421655
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically904700e67b2026-10-19 19:54:38, scoring_agentidentity id MBR-027302, confidence 1, method probabilistic, matched record CLM-421655, policy version 1
- Record linked automatically91b8211c3f2026-10-19 19:52:09, scoring_agentidentity id MBR-027302, confidence 1, method probabilistic, matched record CLM-421655, policy version 1
- Record linked automatically3a15ac2f562026-10-19 19:45:42, scoring_agentidentity id MBR-027302, confidence 1, method probabilistic, matched record CLM-421655, policy version 1
- Record linked automaticallybfca96faaa2026-10-19 19:32:31, scoring_agentidentity id MBR-027302, confidence 1, method probabilistic, matched record CLM-421655, policy version 1
- Record linked automaticallye7921b49b72026-10-19 19:31:28, scoring_agentidentity id MBR-035415, confidence 1, method probabilistic, matched record PRV-26357, policy version 1