Record, CLM, bronze and silver
CLM-427937
Received 2026-03-20T17:01:20Z, line 32,408 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Guerrero | Guerrero | Unchanged |
| Date of birth | 05/07/1956 | 1956-05-07 | Parsed |
| Gender | NULL·· | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-1560 | •••-••-1560 | Unchanged |
| Phone | 17755403052 | 7755403052 | Parsed |
| amber.guerrero41@outlook.com·· | amber.guerrero41@outlook.com | Changed | |
| Address | 5676 Jefferson Ave | 5676 Jefferson Ave | Unchanged |
| City | PHOENIX | Phoenix | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85053 | 85053 | Unchanged |
| Group | GRP-2717 | GRP-2717 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.90
- Name key
- amber|guerrero
- Address key
- 5676|jefferson|85053
- Canonical first
- amber
Quality flags
5 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- 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-427938 | 1.00 | Scored | — | Auto-linked |
| CLM-427935 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-427936 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011772
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amber Guerrero, 1956-05-07, 4 records, Verified
Evidence
Matched against CLM-427938
| 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 automatically7f7eb2dd8b2026-10-19 19:54:38, scoring_agentidentity id MBR-011772, confidence 1, method probabilistic, matched record CLM-427938, policy version 1
- Record linked automaticallyde25ebd2de2026-10-19 19:52:09, scoring_agentidentity id MBR-011772, confidence 1, method probabilistic, matched record CLM-427938, policy version 1
- Record linked automaticallyc770bf7bd72026-10-19 19:45:42, scoring_agentidentity id MBR-011772, confidence 1, method probabilistic, matched record CLM-427938, policy version 1
- Record linked automatically459607ae162026-10-19 19:32:31, scoring_agentidentity id MBR-011772, confidence 1, method probabilistic, matched record CLM-427938, policy version 1
- Record linked automatically8611858b2c2026-10-19 19:31:28, scoring_agentidentity id MBR-001383, confidence 1, method probabilistic, matched record TPA-62282, policy version 1