Record, CLM, bronze and silver
CLM-430128
Received 2026-02-03T18:32:44Z, line 73,712 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 | melissa | Melissa | Changed |
| Middle | — | — | Unchanged |
| Last name | maldonado | Maldonado | Changed |
| Date of birth | 1971-06-16 | 1971-06-16 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·· | — | Unchanged |
| MELISSA.MALDONADO45@GMAIL.COM | melissa.maldonado45@gmail.com | Changed | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | ·GRP-5911 | GRP-5911 | Changed |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- melissa|maldonado
- Address key
- —
- Canonical first
- melissa
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| PRV-28822 | 1.00 | Scored | — | Auto-linked |
| ENR-139522 | 1.00 | Scored | — | Auto-linked |
| CLM-430129 | 0.83 | Scored | — | Sent to steward |
| CLM-430126 | 0.83 | Scored | — | Sent to steward |
| CLM-430127 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010141
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Melissa Maldonado, 1971-06-16, 6 records, Verified
Evidence
Matched against PRV-28822
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically592282da122026-10-19 19:54:38, scoring_agentidentity id MBR-010141, confidence 1, method probabilistic, matched record PRV-28822, policy version 1
- Record linked automatically29dbe657e42026-10-19 19:52:09, scoring_agentidentity id MBR-010141, confidence 1, method probabilistic, matched record PRV-28822, policy version 1
- Record linked automatically46d47a543b2026-10-19 19:45:42, scoring_agentidentity id MBR-010141, confidence 1, method probabilistic, matched record PRV-28822, policy version 1
- Record linked automatically3ce33d09862026-10-19 19:32:31, scoring_agentidentity id MBR-010141, confidence 1, method probabilistic, matched record PRV-28822, policy version 1
- Record linked automatically29bdc8db382026-10-19 19:31:28, matching_agentidentity id MBR-033163, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139726