Record, CLM, bronze and silver
CLM-427996
Received 2026-04-09T04:33:57Z, line 93,800 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 | Reed, Raymond | Raymond | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Reed | Changed |
| Date of birth | ·04-07-1997 | 1997-07-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC0104826 | UHC-01048-26 | Parsed |
| SSN | •••-••-1572 | •••-••-1572 | Parsed |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 8798 Lincoln Way | 8798 Lincoln Way | Unchanged |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32856-2723 | 32856 | Changed |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.48
- Name key
- raymond|reed
- Address key
- 8798|lincoln|32856
- Canonical first
- raymond
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-427997 | 1.00 | Scored | — | Auto-linked |
| PRV-28210 | 1.00 | Scored | — | Auto-linked |
| ENR-136695 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62364 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-28209 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004248
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Raymond Reed, 1997-07-04, 6 records, Verified
Evidence
Matched against PRV-28210
| 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 automatically0dfa34c3ee2026-10-19 19:54:38, scoring_agentidentity id MBR-004248, confidence 1, method probabilistic, matched record PRV-28210, policy version 1
- Record linked automatically132e2de7ea2026-10-19 19:52:08, scoring_agentidentity id MBR-004248, confidence 1, method probabilistic, matched record PRV-28210, policy version 1
- Record linked automatically4a07ced6e42026-10-19 19:45:42, scoring_agentidentity id MBR-004248, confidence 1, method probabilistic, matched record PRV-28210, policy version 1
- Record linked automatically359f1566ef2026-10-19 19:32:31, scoring_agentidentity id MBR-004248, confidence 1, method probabilistic, matched record PRV-28210, policy version 1
- Record linked automaticallybe5ca982222026-10-19 19:31:28, scoring_agentidentity id MBR-011241, confidence 1, method probabilistic, matched record TPA-62308, policy version 1