Record, CLM, bronze and silver
CLM-428948
Received 2026-10-17T07:28:31Z, line 77,120 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 | VINCENT | Vincent | Changed |
| Middle | K | K | Unchanged |
| Last name | CASTILLO | Castillo | Changed |
| Date of birth | 19790525·· | 1979-05-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 586.560.7373 | 5865607373 | Parsed |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.90
- Name key
- vincent|castillo
- Address key
- —
- Canonical first
- vincent
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 |
|---|---|---|---|---|
| CLM-428947 | 1.00 | Scored | — | Auto-linked |
| ENR-137946 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021927
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Vincent Castillo, 1979-05-25, 3 records, Verified
Evidence
Matched against CLM-428947
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically624f8630912026-10-19 19:54:38, scoring_agentidentity id MBR-021927, confidence 1, method probabilistic, matched record CLM-428947, policy version 1
- Record linked automaticallyac300e79d22026-10-19 19:52:09, scoring_agentidentity id MBR-021927, confidence 1, method probabilistic, matched record CLM-428947, policy version 1
- Record linked automaticallyfcdbd336032026-10-19 19:45:42, scoring_agentidentity id MBR-021927, confidence 1, method probabilistic, matched record CLM-428947, policy version 1
- Record linked automatically26f518dbe52026-10-19 19:32:31, scoring_agentidentity id MBR-021927, confidence 1, method probabilistic, matched record CLM-428947, policy version 1
- Record linked automaticallya272ed607e2026-10-19 19:31:28, scoring_agentidentity id MBR-018462, confidence 0.984, method probabilistic, matched record TPA-62714, policy version 1