Record, CLM, bronze and silver
CLM-410803
Received 2026-04-01T22:15:14Z, line 61,056 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 | Baker, Fatima | Fatima | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Baker | Changed |
| Date of birth | 1982-12-22 | 1982-12-22 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-98242-13 | UHC-98242-13 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 748-244-3393 | 7482443393 | Parsed |
| ·N/A | — | Cleared | |
| Address | 7973 APACHE BOULEVARD | 7973 Apache Blvd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | ·az | AZ | Changed |
| ZIP | 85289 | 85289 | Unchanged |
| Group | GRP-0142 | GRP-0142 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- fatima|baker
- Address key
- 7973|apache|85289
- Canonical first
- fatima
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- State code upper-casedTwo-letter state 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-54736 | 1.00 | Scored | — | Auto-linked |
| PRV-23117 | 1.00 | Scored | — | Auto-linked |
| CLM-410802 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114181 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000173
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Fatima Baker, 1982-12-22, 5 records, Verified
Evidence
Matched against TPA-54736
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallydce65394132026-10-19 19:54:38, scoring_agentidentity id MBR-000173, confidence 1, method probabilistic, matched record TPA-54736, policy version 1
- Record linked automaticallyacae284a202026-10-19 19:52:08, scoring_agentidentity id MBR-000173, confidence 1, method probabilistic, matched record TPA-54736, policy version 1
- Record linked automatically4a8c7f31162026-10-19 19:45:41, scoring_agentidentity id MBR-000173, confidence 1, method probabilistic, matched record TPA-54736, policy version 1
- Record linked automatically4145ffb36d2026-10-19 19:32:30, scoring_agentidentity id MBR-000173, confidence 1, method probabilistic, matched record TPA-54736, policy version 1
- Record linked automatically1711ec1db32026-10-19 19:31:28, matching_agentidentity id MBR-009657, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410802