Record, CLM, bronze and silver
CLM-406469
Received 2026-08-15T05:03:52Z, line 54,181 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 | SIHRLEY | Sihrley | Changed |
| Middle | O | O | Unchanged |
| Last name | ·COLLINS | Collins | Changed |
| Date of birth | 07/07/1960 | 1960-07-07 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-3098 | •••-••-3098 | Unchanged |
| Phone | (209) 998-9594 | 2099989594 | Parsed |
| - | — | Cleared | |
| Address | 2678 PINE DR | 2678 Pine Dr | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85790 | 85790 | Unchanged |
| Group | GRP-9757 | GRP-9757 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- sihrley|collins
- Address key
- 2678|pine|85790
- Canonical first
- sihrley
Quality flags
7 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
- 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-406468 | 0.99 | Scored | — | Auto-linked |
| ENR-108497 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-108496 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006494
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Shirley Collins, 1960-07-07, 4 records, Verified
Evidence
Matched against CLM-406468
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically62ceaa06912026-10-19 19:54:38, scoring_agentidentity id MBR-006494, confidence 0.995, method probabilistic, matched record CLM-406468, policy version 1
- Record linked automatically1fc8e653432026-10-19 19:52:09, scoring_agentidentity id MBR-006494, confidence 0.995, method probabilistic, matched record CLM-406468, policy version 1
- Record linked automaticallyd218255f322026-10-19 19:45:42, scoring_agentidentity id MBR-006494, confidence 0.995, method probabilistic, matched record CLM-406468, policy version 1
- Record linked automatically643ac1e0e62026-10-19 19:32:31, scoring_agentidentity id MBR-006494, confidence 0.995, method probabilistic, matched record CLM-406468, policy version 1
- Record linked automaticallybb397e91882026-10-19 19:31:28, matching_agentidentity id MBR-005196, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108485