Record, CLM, bronze and silver
CLM-418756
Received 2026-05-15T12:37:04Z, line 86,023 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 | CAMILA | Camila | Changed |
| Middle | — | — | Unchanged |
| Last name | TRAN | Tran | Changed |
| Date of birth | 3/13/1958 | 1958-03-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-16446-89 | UHC-16446-89 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | +1 935 591 2289 | 9355912289 | Parsed |
| null | — | Cleared | |
| Address | 1343 Forest Avenue | 1343 Forest Ave | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85032 | 85032 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.72
- Name key
- camila|tran
- Address key
- 1343|forest|85032
- Canonical first
- camila
Quality flags
8 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Plan code upper-casedPlan code upper-cased
- 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-58304 | 1.00 | Scored | — | Auto-linked |
| CLM-418755 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58302 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58303 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030164
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Camila Tran, 1958-03-13, 5 records, Verified
Evidence
Matched against TPA-58304
| 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 automatically46b42fe9182026-10-22 12:43:54, scoring_agentidentity id MBR-030164, confidence 1, method probabilistic, matched record TPA-58304, policy version 1
- Record linked automatically8e35058a462026-10-19 19:54:38, scoring_agentidentity id MBR-030164, confidence 1, method probabilistic, matched record TPA-58304, policy version 1
- Record linked automaticallyc25c3ac5482026-10-19 19:52:09, scoring_agentidentity id MBR-030164, confidence 1, method probabilistic, matched record TPA-58304, policy version 1
- Record linked automaticallyda6f6de73f2026-10-19 19:45:42, scoring_agentidentity id MBR-030164, confidence 1, method probabilistic, matched record TPA-58304, policy version 1
- Record linked automaticallyd349323a762026-10-19 19:32:31, scoring_agentidentity id MBR-030164, confidence 1, method probabilistic, matched record TPA-58304, policy version 1
- Record linked automaticallyc22abb875e2026-10-19 19:31:28, scoring_agentidentity id MBR-005330, confidence 1, method probabilistic, matched record PRV-25469, policy version 1