Record, CLM, bronze and silver
CLM-423073
Received 2026-03-08T19:18:06Z, line 5,305 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 | Unchanged |
| Middle | E. | E | Changed |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 1969-06-05 | 1969-06-05 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7881 | •••-••-7881 | Unchanged |
| Phone | ·4902453616 | 4902453616 | Parsed |
| - | — | Cleared | |
| Address | 5922 Maple Avenue | 5922 Maple Ave | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95838 | 95838 | Unchanged |
| Group | GRP-4111 | GRP-4111 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- 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
- 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
- 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-423072 | 1.00 | Scored | — | Auto-linked |
| TPA-60138 | 1.00 | Scored | — | Auto-linked |
| CLM-423074 | 1.00 | Scored | — | Auto-linked |
| CLM-423075 | 0.97 | Rule | D2 ssn4 + dob + last name | 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 CLM-423072
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybc35e6209d2026-10-19 19:54:38, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record CLM-423072, policy version 1
- Record linked automatically1efb39a5962026-10-19 19:52:08, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record CLM-423072, policy version 1
- Record linked automaticallyc43144dc462026-10-19 19:45:41, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record CLM-423072, policy version 1
- Record linked automaticallycb7ca972562026-10-19 19:32:31, scoring_agentidentity id MBR-003413, confidence 1, method probabilistic, matched record CLM-423072, policy version 1
- Record linked automatically3011e481f72026-10-19 19:31:28, matching_agentidentity id MBR-023302, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-130391