Record, CLM, bronze and silver
CLM-414326
Received 2026-04-27T17:31:10Z, line 68,505 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 | Luis | Luis | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Miller | Miller | Unchanged |
| Date of birth | 1998-03-25 | 1998-03-25 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | - | — | Cleared |
| - | — | Cleared | |
| Address | 6417 APACHE BOULEVARD | 6417 Apache Blvd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93795 | 93795 | Unchanged |
| Group | GRP-2163 | GRP-2163 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.68
- Name key
- luis|miller
- Address key
- 6417|apache|93795
- Canonical first
- luis
Quality flags
4 raised during normalisation
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-56325 | 1.00 | Scored | — | Auto-linked |
| PRV-24198 | 1.00 | Scored | — | Auto-linked |
| ENR-118859 | 1.00 | Scored | — | Auto-linked |
| TPA-56324 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027067
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Luis Miller, 1998-03-25, 5 records, Verified
Evidence
Matched against TPA-56324
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya8744488a12026-10-22 12:43:54, scoring_agentidentity id MBR-027067, confidence 1, method probabilistic, matched record TPA-56324, policy version 1
- Record linked automaticallya087e1efef2026-10-19 19:54:38, scoring_agentidentity id MBR-027067, confidence 1, method probabilistic, matched record TPA-56324, policy version 1
- Record linked automaticallye6b27835a12026-10-19 19:52:09, scoring_agentidentity id MBR-027067, confidence 1, method probabilistic, matched record TPA-56324, policy version 1
- Record linked automaticallyc9bf3898812026-10-19 19:45:42, scoring_agentidentity id MBR-027067, confidence 1, method probabilistic, matched record TPA-56324, policy version 1
- Record linked automatically6912d62bf92026-10-19 19:32:31, scoring_agentidentity id MBR-027067, confidence 1, method probabilistic, matched record TPA-56324, policy version 1
- Record linked automaticallydc35b171962026-10-19 19:31:28, matching_agentidentity id MBR-004940, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-414328