Record, CLM, bronze and silver
CLM-422203
Received 2026-08-07T10:17:53Z, line 90,437 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Campbell, Carol | Carol | Changed |
| Middle | I | I | Unchanged |
| Last name | — | Campbell | Changed |
| Date of birth | 1951-02-13 | 1951-02-13 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-26225-85 | UHC-26225-85 | Parsed |
| SSN | •••-••-7140 | •••-••-7140 | Unchanged |
| Phone | 14195754578 | 4195754578 | Parsed |
| - | — | Cleared | |
| Address | 6013 BASELINE ROAD | 6013 Baseline Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85294 | 85294 | Unchanged |
| Group | GRP-3882 | GRP-3882 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- carol|campbell
- Address key
- 6013|baseline|85294
- Canonical first
- carol
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| ENR-129106 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008486
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carol Campbell, 1951-02-13, 2 records, Verified
Evidence
Matched against ENR-129106
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2442a03e7d2026-10-22 12:43:54, matching_agentidentity id MBR-008486, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129106
- Record linked automatically6ad814d2302026-10-19 19:54:38, matching_agentidentity id MBR-008486, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129106
- Record linked automatically9ea9c78f712026-10-19 19:52:09, matching_agentidentity id MBR-008486, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129106
- Record linked automaticallyb2e4d8d55b2026-10-19 19:45:42, matching_agentidentity id MBR-008486, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129106
- Record linked automaticallydfb91bce862026-10-19 19:32:31, matching_agentidentity id MBR-008486, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129106
- Record linked automaticallye5743f0e8a2026-10-19 19:31:28, scoring_agentidentity id MBR-018096, confidence 1, method probabilistic, matched record ENR-129179, policy version 1