Record, CLM, bronze and silver
CLM-425353
Received 2026-09-29T09:38:21Z, line 92,095 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 | ISABBELLA | Isabbella | Changed |
| Middle | — | — | Unchanged |
| Last name | LYNCH | Lynch | Changed |
| Date of birth | 1973-11-09 | 1973-11-09 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-7338 | •••-••-7338 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 7754 Valley View Drive | 7754 Valley View Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85235 | 85235 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- isabbella|lynch
- Address key
- 7754|valley view|85235
- Canonical first
- isabbella
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| PRV-27469 | 1.00 | Scored | — | Auto-linked |
| TPA-61192 | 1.00 | Scored | — | Auto-linked |
| ENR-133171 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010686
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Lynch, 1973-11-09, 4 records, Verified
Evidence
Matched against PRV-27469
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically60db73b5bb2026-10-19 19:54:38, scoring_agentidentity id MBR-010686, confidence 0.997, method probabilistic, matched record PRV-27469, policy version 1
- Record linked automaticallyd3af5d6fde2026-10-19 19:52:09, scoring_agentidentity id MBR-010686, confidence 0.997, method probabilistic, matched record PRV-27469, policy version 1
- Record linked automatically7964006f612026-10-19 19:45:42, scoring_agentidentity id MBR-010686, confidence 0.997, method probabilistic, matched record PRV-27469, policy version 1
- Record linked automaticallye0cc592fd42026-10-19 19:32:31, scoring_agentidentity id MBR-010686, confidence 0.997, method probabilistic, matched record PRV-27469, policy version 1
- Record linked automaticallyeb8575cec62026-10-19 19:31:28, matching_agentidentity id MBR-038392, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133381