Record, CLM, bronze and silver
CLM-418877
Received 2026-01-29T12:45:16Z, line 45,162 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 | Carl | Carl | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Marshall | Marshall | Unchanged |
| Date of birth | ·1963-07-22 | 1963-07-22 | Parsed |
| Gender | ·· | — | Unchanged |
| Member ID | UHC-27566-03 | UHC-27566-03 | Unchanged |
| SSN | •••-••-6678 | •••-••-6678 | Unchanged |
| Phone | 689-452-7111 | 6894527111 | Parsed |
| — | — | Unchanged | |
| Address | 1078 FOREST AVENUE #973 | 1078 Forest Ave # 973 | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85246·· | 85246 | Changed |
| Group | - | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- carl|marshall
- Address key
- 1078|forest|85246
- Canonical first
- carl
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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 |
|---|---|---|---|---|
| TPA-58373 | 1.00 | Scored | — | Auto-linked |
| PRV-25620 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58374 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-124853 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000448
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carl Marshall, 1963-07-22, 5 records, Verified
Evidence
Matched against TPA-58373
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically737fd020752026-10-22 12:43:52, scoring_agentidentity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
- Record linked automaticallyfd96d3caa62026-10-19 19:54:38, scoring_agentidentity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
- Record linked automatically28d7121ca12026-10-19 19:52:08, scoring_agentidentity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
- Record linked automaticallyc1e4ea21602026-10-19 19:45:41, scoring_agentidentity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
- Record linked automatically74a62390fe2026-10-19 19:32:31, scoring_agentidentity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
- Record linked automatically10cb50a83a2026-10-19 19:31:28, matching_agentidentity id MBR-035644, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124677