Record, CLM, bronze and silver
CLM-420223
Received 2026-03-08T18:17:25Z, line 66,549 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 | MARIA | Maria | Changed |
| Middle | E | E | Unchanged |
| Last name | WELLS | Wells | Changed |
| Date of birth | 3/19/1945 | 1945-03-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC0233278 | UHC-02332-78 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | ·7304 Mountain View Drive | 7304 Mountain View Dr | Changed |
| City | ·Phoenix | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85099 | 85099 | Unchanged |
| Group | null | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.74
- Name key
- maria|wells
- Address key
- 7304|mountain view|85099
- Canonical first
- maria
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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 |
|---|---|---|---|---|
| TPA-58899 | 1.00 | Scored | — | Auto-linked |
| CLM-420222 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-126588 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58900 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018346
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Maria Wells, 1945-03-19, 5 records, Verified
Evidence
Matched against TPA-58899
| 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 automatically27cc7e2adf2026-10-22 12:43:54, scoring_agentidentity id MBR-018346, confidence 1, method probabilistic, matched record TPA-58899, policy version 1
- Record linked automaticallyfe6f3d07f72026-10-19 19:54:38, scoring_agentidentity id MBR-018346, confidence 1, method probabilistic, matched record TPA-58899, policy version 1
- Record linked automaticallye81e6f6be62026-10-19 19:52:09, scoring_agentidentity id MBR-018346, confidence 1, method probabilistic, matched record TPA-58899, policy version 1
- Record linked automaticallyede33ea0902026-10-19 19:45:42, scoring_agentidentity id MBR-018346, confidence 1, method probabilistic, matched record TPA-58899, policy version 1
- Record linked automatically4c5b04b5f82026-10-19 19:32:31, scoring_agentidentity id MBR-018346, confidence 1, method probabilistic, matched record TPA-58899, policy version 1
- Record linked automaticallyaa38c98e302026-10-19 19:31:28, scoring_agentidentity id MBR-016330, confidence 1, method probabilistic, matched record ENR-126543, policy version 1