Record, CLM, bronze and silver
CLM-422995
Received 2026-02-14T20:49:59Z, line 16,942 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 | ·PATRICIA | Patricia | Changed |
| Middle | — | — | Unchanged |
| Last name | MARSHALL·· | Marshall | Changed |
| Date of birth | 06/08/81·· | 1981-06-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-92316-19 | UHC-92316-19 | Unchanged |
| SSN | •••-••-8865 | •••-••-8865 | Unchanged |
| Phone | 6124428236 | 6124428236 | Unchanged |
| null | — | Cleared | |
| Address | ·7133 Cedar Ln | 7133 Cedar Ln | Changed |
| City | ·Houston | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77072 | 77072 | Unchanged |
| Group | ·GRP-1390 | GRP-1390 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- patricia|marshall
- Address key
- 7133|cedar|77072
- Canonical first
- patricia
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-60107 | 1.00 | Scored | — | Auto-linked |
| CLM-422998 | 0.99 | Scored | — | Auto-linked |
| CLM-422997 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130103 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422996 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006322
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Patricia Marshall, 1981-06-08, 6 records, Verified
Evidence
Matched against TPA-60107
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically8778dac7ee2026-10-19 19:54:38, scoring_agentidentity id MBR-006322, confidence 1, method probabilistic, matched record TPA-60107, policy version 1
- Record linked automaticallyb385eee15f2026-10-19 19:52:09, scoring_agentidentity id MBR-006322, confidence 1, method probabilistic, matched record TPA-60107, policy version 1
- Record linked automatically27da21fede2026-10-19 19:45:42, scoring_agentidentity id MBR-006322, confidence 1, method probabilistic, matched record TPA-60107, policy version 1
- Record linked automatically670b7117672026-10-19 19:32:31, scoring_agentidentity id MBR-006322, confidence 1, method probabilistic, matched record TPA-60107, policy version 1