Record, CLM, bronze and silver
CLM-414684
Received 2026-09-17T14:49:03Z, line 85,728 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 | SHIRLEY·· | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | ADAMS | Adams | Changed |
| Date of birth | 19720720 | 1972-07-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-91288-40 | UHC-91288-40 | Unchanged |
| SSN | •••-••-9971 | •••-••-9971 | Unchanged |
| Phone | ·915.951.1274 | 9159511274 | Parsed |
| — | — | Unchanged | |
| Address | ·8927 Ridge Rd | 8927 Ridge Rd | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77070 | 77070 | Unchanged |
| Group | GRP-5862 | GRP-5862 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.90
- Name key
- shirley|adams
- Address key
- 8927|ridge|77070
- 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 |
|---|---|---|---|---|
| ENR-119323 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-24303 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003740
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Shirley Adams, 1972-07-20, 3 records, Verified
Evidence
Matched against ENR-119323
| 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
5 hash-chained entries for this record
- Record linked automaticallyd399be21b22026-10-19 19:54:38, matching_agentidentity id MBR-003740, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119323
- Record linked automatically36400ffc412026-10-19 19:52:08, matching_agentidentity id MBR-003740, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119323
- Record linked automaticallyab3eed63f12026-10-19 19:45:42, matching_agentidentity id MBR-003740, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119323
- Record linked automatically93fabd5b812026-10-19 19:32:31, matching_agentidentity id MBR-003740, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119323
- Record linked automatically79c520dde02026-10-19 19:31:28, matching_agentidentity id MBR-007869, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414685