Record, CLM, bronze and silver
CLM-432291
Received 2026-04-23T21:01:50Z, line 87,152 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 | — | — | Unchanged |
| Last name | ruiz | Ruiz | Changed |
| Date of birth | 11/07/1947 | 1947-11-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | (828) 841-8858 | 8288418858 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | NULL·· | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | - | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.90
- Name key
- amber|ruiz
- Address key
- —
- Canonical first
- amber
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| TPA-64249 | 1.00 | Scored | — | Auto-linked |
| CLM-432290 | 1.00 | Scored | — | Auto-linked |
| ENR-142397 | 1.00 | Scored | — | Auto-linked |
| PRV-29434 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027381
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amber Ruiz, 1947-11-07, 5 records, Verified
Evidence
Matched against TPA-64249
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically56958c070d2026-10-22 12:43:54, scoring_agentidentity id MBR-027381, confidence 1, method probabilistic, matched record TPA-64249, policy version 1
- Record linked automatically976c2455c22026-10-19 19:54:38, scoring_agentidentity id MBR-027381, confidence 1, method probabilistic, matched record TPA-64249, policy version 1
- Record linked automatically7880589cfb2026-10-19 19:52:09, scoring_agentidentity id MBR-027381, confidence 1, method probabilistic, matched record TPA-64249, policy version 1
- Record linked automatically3a7af839242026-10-19 19:45:42, scoring_agentidentity id MBR-027381, confidence 1, method probabilistic, matched record TPA-64249, policy version 1
- Record linked automatically436438e7632026-10-19 19:32:31, scoring_agentidentity id MBR-027381, confidence 1, method probabilistic, matched record TPA-64249, policy version 1
- Record linked automatically7faa49477e2026-10-19 19:31:28, scoring_agentidentity id MBR-015973, confidence 1, method probabilistic, matched record PRV-29414, policy version 1