Record, CLM, bronze and silver
CLM-404641
Received 2026-01-14T09:01:04Z, line 4,855 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 | DEBRA | Debra | Changed |
| Middle | H | H | Unchanged |
| Last name | MARQUEZ | Marquez | Changed |
| Date of birth | 1996-03-18 | 1996-03-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 6543 Lincoln Way Apt 16 | 6543 Lincoln Way Apt 16 | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85274 | 85274 | Unchanged |
| Group | GRP-1484 | GRP-1484 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.80
- Name key
- debra|marquez
- Address key
- 6543|lincoln|85274
- Canonical first
- debra
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001331
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Marquez, 1996-03-18, 5 records, Verified
Evidence
Matched against PRV-21335
| 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 automaticallyfea322faa92026-10-19 19:54:38, scoring_agentidentity id MBR-001331, confidence 1, method probabilistic, matched record PRV-21335, policy version 1
- Record linked automatically447c6382e22026-10-19 19:52:08, scoring_agentidentity id MBR-001331, confidence 1, method probabilistic, matched record PRV-21335, policy version 1
- Record linked automatically68aa792bef2026-10-19 19:45:41, scoring_agentidentity id MBR-001331, confidence 1, method probabilistic, matched record PRV-21335, policy version 1
- Record linked automatically984a2926672026-10-19 19:32:31, scoring_agentidentity id MBR-001331, confidence 1, method probabilistic, matched record PRV-21335, policy version 1
- Record linked automatically6706390a942026-10-19 19:31:28, matching_agentidentity id MBR-024429, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106064