Record, CLM, bronze and silver
CLM-431897
Received 2026-07-17T09:44:19Z, line 82,389 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 | MELISSA | Melissa | Changed |
| Middle | Q. | Q | Changed |
| Last name | MEDINA | Medina | Changed |
| Date of birth | 1972-12-23 | 1972-12-23 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-8073 | •••-••-8073 | Unchanged |
| Phone | +1 802 263 1478 | 8022631478 | Parsed |
| null | — | Cleared | |
| Address | NULL·· | — | Cleared |
| City | — | — | Unchanged |
| State | ·· | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-9478 | GRP-9478 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.92
- Name key
- melissa|medina
- Address key
- —
- Canonical first
- melissa
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-431895 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141873 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-64077 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-64076 | 0.83 | Scored | — | Sent to steward |
| CLM-431896 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004470
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Melissa Medina, 1972-12-23, 6 records, Verified
Evidence
Matched against TPA-64077
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallybac916c42c2026-10-19 19:54:38, matching_agentidentity id MBR-004470, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64077
- Record linked automatically9319f1831d2026-10-19 19:52:08, matching_agentidentity id MBR-004470, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64077
- Record linked automatically0a9cba08ae2026-10-19 19:45:42, matching_agentidentity id MBR-004470, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64077
- Record linked automaticallyd250b753682026-10-19 19:32:31, matching_agentidentity id MBR-004470, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64077
- Record linked automatically6809075ba72026-10-19 19:31:28, matching_agentidentity id MBR-025893, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142105