Record, CLM, bronze and silver
CLM-404595
Received 2026-08-16T17:36:15Z, line 23,981 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 | AMBER | Amber | Changed |
| Middle | W | W | Unchanged |
| Last name | MEJIA | Mejia | Changed |
| Date of birth | 02/17/53 | 1953-02-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5149 Mesa Drive | 5149 Mesa Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85265 | 85265 | Unchanged |
| Group | GRP-5583 | GRP-5583 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.66
- Name key
- amber|mejia
- Address key
- 5149|mesa|85265
- Canonical first
- amber
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-404594 | 1.00 | Scored | — | Auto-linked |
| TPA-52006 | 1.00 | Scored | — | Auto-linked |
| PRV-21316 | 0.99 | Scored | — | Auto-linked |
| PRV-21317 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017053
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amber Mejia, 1953-02-17, 5 records, Verified
Evidence
Matched against CLM-404594
| 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 automatically893ba427172026-10-19 19:54:38, scoring_agentidentity id MBR-017053, confidence 1, method probabilistic, matched record CLM-404594, policy version 1
- Record linked automatically3b4c625eb72026-10-19 19:52:09, scoring_agentidentity id MBR-017053, confidence 1, method probabilistic, matched record CLM-404594, policy version 1
- Record linked automatically092e58614b2026-10-19 19:45:42, scoring_agentidentity id MBR-017053, confidence 1, method probabilistic, matched record CLM-404594, policy version 1
- Record linked automatically13a6f845a12026-10-19 19:32:31, scoring_agentidentity id MBR-017053, confidence 1, method probabilistic, matched record CLM-404594, policy version 1
- Record linked automatically29e9d1e44d2026-10-19 19:31:28, matching_agentidentity id MBR-023545, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404594