Record, CLM, bronze and silver
CLM-414358
Received 2026-04-11T10:04:23Z, line 43,347 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 | ·ANA | Ana | Changed |
| Middle | P·· | P | Changed |
| Last name | WONG | Wong | Changed |
| Date of birth | 1980-05-28 | 1980-05-28 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-13625-76 | UHC-13625-76 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (395) 595-9376 | 3955959376 | Parsed |
| NULL | — | Cleared | |
| Address | 4229 Pine Drive #246 | 4229 Pine Dr # 246 | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85277 | 85277 | Unchanged |
| Group | GRP-9954 | GRP-9954 | Unchanged |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.46
- Name key
- ana|wong
- Address key
- 4229|pine|85277
- Canonical first
- ana
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-56337 | 1.00 | Scored | — | Auto-linked |
| ENR-118890 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025200
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ana Wong, 1980-05-28, 3 records, Verified
Evidence
Matched against TPA-56337
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1ad77869eb2026-10-19 19:54:38, scoring_agentidentity id MBR-025200, confidence 1, method probabilistic, matched record TPA-56337, policy version 1
- Record linked automatically4b627d63a72026-10-19 19:52:09, scoring_agentidentity id MBR-025200, confidence 1, method probabilistic, matched record TPA-56337, policy version 1
- Record linked automaticallya30703ae882026-10-19 19:45:42, scoring_agentidentity id MBR-025200, confidence 1, method probabilistic, matched record TPA-56337, policy version 1
- Record linked automatically52ecefa82e2026-10-19 19:32:31, scoring_agentidentity id MBR-025200, confidence 1, method probabilistic, matched record TPA-56337, policy version 1
- Record linked automatically1e7d96eb0c2026-10-19 19:31:28, matching_agentidentity id MBR-027868, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118839