Record, CLM, bronze and silver
CLM-421539
Received 2026-01-17T08:03:06Z, line 47,071 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 | Frances·· | Frances | Changed |
| Middle | — | — | Unchanged |
| Last name | Ruiz | Ruiz | Unchanged |
| Date of birth | 1994-03-16 | 1994-03-16 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 3817942729 | 3817942729 | Unchanged |
| — | — | Unchanged | |
| Address | 9212 Main St | 9212 Main St | Unchanged |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-6383 | GRP-6383 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.68
- Name key
- frances|ruiz
- Address key
- 9212|main|atlanta
- Canonical first
- frances
Quality flags
4 raised during normalisation
- ZIP missingStreet address present but no ZIP supplied
- 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-26348 | 0.94 | Scored | — | Auto-linked |
| ENR-128206 | 0.94 | Scored | — | Auto-linked |
| CLM-421541 | 0.93 | Scored | — | Auto-linked |
| CLM-421540 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005179
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Frances Ruiz, 1994-03-16, 5 records, Verified
Evidence
Matched against PRV-26348
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically8850efa0272026-10-22 12:43:53, scoring_agentidentity id MBR-005179, confidence 0.937, method probabilistic, matched record PRV-26348, policy version 1
- Record linked automaticallyc98849f87a2026-10-19 19:54:38, scoring_agentidentity id MBR-005179, confidence 0.937, method probabilistic, matched record PRV-26348, policy version 1
- Record linked automatically1ef707cc332026-10-19 19:52:08, scoring_agentidentity id MBR-005179, confidence 0.937, method probabilistic, matched record PRV-26348, policy version 1
- Record linked automaticallye30c45c0ea2026-10-19 19:45:42, scoring_agentidentity id MBR-005179, confidence 0.937, method probabilistic, matched record PRV-26348, policy version 1
- Record linked automaticallyac9a8c8e9c2026-10-19 19:32:31, scoring_agentidentity id MBR-005179, confidence 0.937, method probabilistic, matched record PRV-26348, policy version 1