Record, CLM, bronze and silver
CLM-403090
Received 2026-07-29T08:14:50Z, line 54,168 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 | PATRICIA | Patricia | Changed |
| Middle | — | — | Unchanged |
| Last name | MILLER | Miller | Changed |
| Date of birth | 02/16/43 | 1943-02-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6539 | •••-••-6539 | Unchanged |
| Phone | - | — | Cleared |
| - | — | Cleared | |
| Address | 1760 Pine Drive | 1760 Pine Dr | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80257 | 80257 | Unchanged |
| Group | null | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.66
- Name key
- patricia|miller
- Address key
- 1760|pine|80257
- Canonical first
- patricia
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-51316 | 1.00 | Scored | — | Auto-linked |
| CLM-403091 | 1.00 | Scored | — | Auto-linked |
| ENR-103992 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010236
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Patricia Miller, 1943-02-16, 4 records, Verified
Evidence
Matched against TPA-51316
| 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 automatically818dc081be2026-10-22 12:43:54, scoring_agentidentity id MBR-010236, confidence 1, method probabilistic, matched record TPA-51316, policy version 1
- Record linked automatically6f613b35162026-10-19 19:54:38, scoring_agentidentity id MBR-010236, confidence 1, method probabilistic, matched record TPA-51316, policy version 1
- Record linked automatically8cbe58bd9f2026-10-19 19:52:09, scoring_agentidentity id MBR-010236, confidence 1, method probabilistic, matched record TPA-51316, policy version 1
- Record linked automatically745e49f2992026-10-19 19:45:42, scoring_agentidentity id MBR-010236, confidence 1, method probabilistic, matched record TPA-51316, policy version 1
- Record linked automatically2c9662b3d82026-10-19 19:32:31, scoring_agentidentity id MBR-010236, confidence 1, method probabilistic, matched record TPA-51316, policy version 1
- Record linked automatically566f8a40bc2026-10-19 19:31:28, scoring_agentidentity id MBR-002163, confidence 1, method probabilistic, matched record PRV-20938, policy version 1