Record, CLM, bronze and silver
CLM-416843
Received 2026-01-16T05:39:53Z, line 23,983 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 | AARON | Aaron | Changed |
| Middle | — | — | Unchanged |
| Last name | CASTILLO | Castillo | Changed |
| Date of birth | 1964-04-27 | 1964-04-27 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | null·· | — | Cleared |
| Phone | (985) 539-3941·· | 9855393941 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 1483 Grand Ave·· | 1483 Grand Ave | Changed |
| City | ·Chandler | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85215-4623 | 85215 | Changed |
| Group | NULL | — | Cleared |
| Plan | ·SELECT-EPO | SELECT-EPO | Changed |
- Quality score
- 0.78
- Name key
- aaron|castillo
- Address key
- 1483|grand|85215
- Canonical first
- aaron
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| ENR-122121 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004849
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aaron Castillo, 1964-04-27, 2 records, Verified
Evidence
Matched against ENR-122121
| 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
6 hash-chained entries for this record
- Record linked automatically454b44937c2026-10-22 12:43:53, scoring_agentidentity id MBR-004849, confidence 1, method probabilistic, matched record ENR-122121, policy version 1
- Record linked automatically0d68d366312026-10-19 19:54:38, scoring_agentidentity id MBR-004849, confidence 1, method probabilistic, matched record ENR-122121, policy version 1
- Record linked automatically186f351d002026-10-19 19:52:08, scoring_agentidentity id MBR-004849, confidence 1, method probabilistic, matched record ENR-122121, policy version 1
- Record linked automatically48c73051952026-10-19 19:45:42, scoring_agentidentity id MBR-004849, confidence 1, method probabilistic, matched record ENR-122121, policy version 1
- Record linked automaticallyb525ec7ceb2026-10-19 19:32:31, scoring_agentidentity id MBR-004849, confidence 1, method probabilistic, matched record ENR-122121, policy version 1
- Record linked automaticallyae0ec28b9c2026-10-19 19:31:28, scoring_agentidentity id MBR-012362, confidence 0.996, method probabilistic, matched record CLM-416841, policy version 1