Record, CLM, bronze and silver
CLM-431265
Received 2026-04-20T21:22:38Z, line 23,941 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Thomas | Thomas | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Luna | Luna | Unchanged |
| Date of birth | 19971020 | 1997-10-20 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-3840 | •••-••-3840 | Unchanged |
| Phone | +1 888 627 5690 | 8886275690 | Parsed |
| null | — | Cleared | |
| Address | ·4011 Main St | 4011 Main St | Changed |
| City | ·Orlando | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32803·· | 32803 | Changed |
| Group | null | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.78
- Name key
- thomas|luna
- Address key
- 4011|main|32803
- Canonical first
- thomas
Quality flags
5 raised during normalisation
- 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
- 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-431264 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141052 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141053 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026596
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Thomas Luna, 1997-10-20, 4 records, Verified
Evidence
Matched against ENR-141053
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 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 automatically9ce4e621fe2026-10-19 19:54:38, matching_agentidentity id MBR-026596, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141053
- Record linked automatically78c0780b1d2026-10-19 19:52:09, matching_agentidentity id MBR-026596, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141053
- Record linked automatically3814ab56802026-10-19 19:45:42, matching_agentidentity id MBR-026596, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141053
- Record linked automatically411d56abf52026-10-19 19:32:31, matching_agentidentity id MBR-026596, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141053
- Record linked automaticallye36d28f9182026-10-19 19:31:28, scoring_agentidentity id MBR-010676, confidence 1, method probabilistic, matched record TPA-63705, policy version 1