Record, CLM, bronze and silver
CLM-409229
Received 2026-03-25T19:12:55Z, line 25,350 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 | JOE | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | CASTILLO | Castillo | Changed |
| Date of birth | 1971-02-06 | 1971-02-06 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 6245948061 | 6245948061 | Unchanged |
| NULL | — | Cleared | |
| Address | 4630 CHURCH ST | 4630 Church St | Changed |
| City | ·Tampa | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33600 | 33600 | Unchanged |
| Group | GRP-6871 | GRP-6871 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- joseph|castillo
- Address key
- 4630|church|33600
- Canonical first
- joseph
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-112161 | 1.00 | Scored | — | Auto-linked |
| CLM-409230 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007770
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joe Castillo, 1971-02-06, 3 records, Verified
Evidence
Matched against ENR-112161
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1fa6b2d3a12026-10-19 19:54:38, scoring_agentidentity id MBR-007770, confidence 1, method probabilistic, matched record ENR-112161, policy version 1
- Record linked automaticallyf0567406912026-10-19 19:52:09, scoring_agentidentity id MBR-007770, confidence 1, method probabilistic, matched record ENR-112161, policy version 1
- Record linked automaticallyc8d87ed17f2026-10-19 19:45:42, scoring_agentidentity id MBR-007770, confidence 1, method probabilistic, matched record ENR-112161, policy version 1
- Record linked automatically1ab2c192a02026-10-19 19:32:31, scoring_agentidentity id MBR-007770, confidence 1, method probabilistic, matched record ENR-112161, policy version 1
- Record linked automatically10f0d33a102026-10-19 19:31:28, matching_agentidentity id MBR-008921, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112156