Record, CLM, bronze and silver
CLM-411977
Received 2026-04-03T18:38:29Z, line 61,647 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 | frank | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | castillo | Castillo | Changed |
| Date of birth | 01/02/05 | 2005-01-02 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 3298 JEFFERSON AVENUE | 3298 Jefferson Ave | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33129 | 33129 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | null·· | — | Cleared |
- Quality score
- 0.52
- Name key
- frank|castillo
- Address key
- 3298|jefferson|33129
- Canonical first
- frank
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-55281 | 1.00 | Scored | — | Auto-linked |
| CLM-411976 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000753
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Castillo, 2005-01-02, 3 records, Verified
Evidence
Matched against TPA-55281
| 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 automatically731cc233512026-10-19 19:54:38, scoring_agentidentity id MBR-000753, confidence 1, method probabilistic, matched record TPA-55281, policy version 1
- Record linked automatically5fd1f6ddd82026-10-19 19:52:08, scoring_agentidentity id MBR-000753, confidence 1, method probabilistic, matched record TPA-55281, policy version 1
- Record linked automatically33e9b546ab2026-10-19 19:45:41, scoring_agentidentity id MBR-000753, confidence 1, method probabilistic, matched record TPA-55281, policy version 1
- Record linked automatically9c1e4f4c622026-10-19 19:32:31, scoring_agentidentity id MBR-000753, confidence 1, method probabilistic, matched record TPA-55281, policy version 1
- Record linked automatically254fb0a6132026-10-19 19:31:28, scoring_agentidentity id MBR-019576, confidence 1, method probabilistic, matched record TPA-55309, policy version 1