Record, CLM, bronze and silver
CLM-419274
Received 2026-10-10T07:57:26Z, line 15,751 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 | Kelly | Kelly | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | ·05/10/1989 | 1989-05-10 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 8586021424 | 8586021424 | Unchanged |
| ·- | — | Cleared | |
| Address | 9183 Central Avenue | 9183 Central Ave | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | ·32286-3130 | 32286 | Changed |
| Group | GRP-5006 | GRP-5006 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- kelly|espinoza
- Address key
- 9183|central|32286
- Canonical first
- kelly
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-419275 | 1.00 | Scored | — | Auto-linked |
| TPA-58519 | 1.00 | Scored | — | Auto-linked |
| TPA-58520 | 1.00 | Scored | — | Auto-linked |
| ENR-125418 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019030
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Espinoza, 1989-05-10, 5 records, Verified
Evidence
Matched against TPA-58519
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automaticallyb5654e0ef52026-10-19 19:54:38, scoring_agentidentity id MBR-019030, confidence 1, method probabilistic, matched record TPA-58519, policy version 1
- Record linked automatically25b21698212026-10-19 19:52:09, scoring_agentidentity id MBR-019030, confidence 1, method probabilistic, matched record TPA-58519, policy version 1
- Record linked automatically809bcb06d22026-10-19 19:45:42, scoring_agentidentity id MBR-019030, confidence 1, method probabilistic, matched record TPA-58519, policy version 1
- Record linked automatically7476f0b90d2026-10-19 19:32:31, scoring_agentidentity id MBR-019030, confidence 1, method probabilistic, matched record TPA-58519, policy version 1
- Record linked automaticallybed3d817ff2026-10-19 19:31:28, matching_agentidentity id MBR-006342, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125240