Record, CLM, bronze and silver
CLM-423072
Received 2026-01-11T16:07:26Z, line 13,337 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 | SHIRLEY | Shirley | Changed |
| Middle | E | E | Unchanged |
| Last name | ·OBRIEN | Obrien | Changed |
| Date of birth | 05-06-1969 | 1969-06-05 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-62601-51 | UHC-62601-51 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 490-245-3616·· | 4902453616 | Parsed |
| — | — | Unchanged | |
| Address | 5922 Maple Ave | 5922 Maple Ave | Unchanged |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95838 | 95838 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.90
- Name key
- shirley|obrien
- Address key
- 5922|maple|95838
- Canonical first
- shirley
Quality flags
5 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
- 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-60138 | 1.00 | Scored | — | Auto-linked |
| CLM-423074 | 1.00 | Scored | — | Auto-linked |
| CLM-423073 | 1.00 | Scored | — | Auto-linked |
| CLM-423075 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003413
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Obrien, 1969-06-05, 5 records, Verified
Evidence
Matched against TPA-60138
| 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 automatically914a694eb62026-10-19 19:54:38, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record TPA-60138, policy version 1
- Record linked automaticallye299dbba902026-10-19 19:52:08, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record TPA-60138, policy version 1
- Record linked automatically8e75a352752026-10-19 19:45:41, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record TPA-60138, policy version 1
- Record linked automatically17980d04d22026-10-19 19:32:31, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record TPA-60138, policy version 1
- Record linked automatically62debb708c2026-10-19 19:31:28, scoring_agentidentity id MBR-025827, confidence 0.991, method probabilistic, matched record CLM-423071, policy version 1