Record, CLM, bronze and silver
CLM-432609
Received 2026-08-09T23:12:54Z, line 15,010 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 | Christina | Christina | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Williams | Williams | Unchanged |
| Date of birth | 12/21/1996 | 1996-12-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-6918 | •••-••-6918 | Unchanged |
| Phone | ·4427525175 | 4427525175 | Parsed |
| christina.williams@gmail.com | christina.williams@gmail.com | Unchanged | |
| Address | 9383 Ocean Avenue | 9383 Ocean Ave | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85705 | 85705 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- christina|williams
- Address key
- 9383|ocean|85705
- Canonical first
- christina
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-432608 | 1.00 | Scored | — | Auto-linked |
| TPA-64383 | 1.00 | Scored | — | Auto-linked |
| ENR-142803 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028438
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Christina Williams, 1996-12-21, 4 records, Verified
Evidence
Matched against CLM-432608
| 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 automaticallyb4090a031f2026-10-19 19:54:38, scoring_agentidentity id MBR-028438, confidence 1, method probabilistic, matched record CLM-432608, policy version 1
- Record linked automatically505d60473f2026-10-19 19:52:09, scoring_agentidentity id MBR-028438, confidence 1, method probabilistic, matched record CLM-432608, policy version 1
- Record linked automatically32840ec27b2026-10-19 19:45:42, scoring_agentidentity id MBR-028438, confidence 1, method probabilistic, matched record CLM-432608, policy version 1
- Record linked automaticallyf3f2d652502026-10-19 19:32:31, scoring_agentidentity id MBR-028438, confidence 1, method probabilistic, matched record CLM-432608, policy version 1
- Record linked automaticallybf48242dd22026-10-19 19:31:28, matching_agentidentity id MBR-025125, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432611