Record, CLM, bronze and silver
CLM-408368
Received 2026-01-15T08:10:19Z, line 54,367 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 | Maldonado, Mason | Mason | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Maldonado | Changed |
| Date of birth | 1982-10-08 | 1982-10-08 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-54625-23 | UHC-54625-23 | Unchanged |
| SSN | •••-••-3519 | •••-••-3519 | Unchanged |
| Phone | +1 272 286 2384 | 2722862384 | Parsed |
| ·null | — | Cleared | |
| Address | 1570 Union Street | 1570 Union St | Changed |
| City | ·TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33604 | 33604 | Unchanged |
| Group | GRP-1483 | GRP-1483 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- mason|maldonado
- Address key
- 1570|union|33604
- Canonical first
- mason
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-408369 | 1.00 | Scored | — | Auto-linked |
| ENR-111039 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408370 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-53669 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004536
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Mason Maldonado, 1982-10-08, 4 records, Verified
Evidence
Matched against CLM-408369
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4f3ce50d742026-10-19 19:54:38, scoring_agentidentity id MBR-004536, confidence 1, method probabilistic, matched record CLM-408369, policy version 1
- Record linked automatically291726e6032026-10-19 19:52:08, scoring_agentidentity id MBR-004536, confidence 1, method probabilistic, matched record CLM-408369, policy version 1
- Record linked automatically458163611e2026-10-19 19:45:42, scoring_agentidentity id MBR-004536, confidence 1, method probabilistic, matched record CLM-408369, policy version 1
- Record linked automatically9771bd5bb32026-10-19 19:32:31, scoring_agentidentity id MBR-004536, confidence 1, method probabilistic, matched record CLM-408369, policy version 1
- Record linked automatically3388cbd6e92026-10-19 19:31:28, matching_agentidentity id MBR-010905, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111003