Record, CLM, bronze and silver
CLM-417371
Received 2026-06-25T12:59:45Z, line 59,983 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 | ahmad | Ahmad | Changed |
| Middle | U. | U | Changed |
| Last name | fields | Fields | Changed |
| Date of birth | 1958-02-14 | 1958-02-14 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | null | — | Cleared |
| NULL | — | Cleared | |
| Address | 6595 SPRING ST | 6595 Spring St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85796 | 85796 | Unchanged |
| Group | GRP-2431 | GRP-2431 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- ahmad|fields
- Address key
- 6595|spring|85796
- Canonical first
- ahmad
Quality flags
4 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
- 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-122899 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010211
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Ahmed Fields, 1958-02-14, 2 records, Verified
Evidence
Matched against ENR-122899
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4776bd343a2026-10-22 12:43:54, scoring_agentidentity id MBR-010211, confidence 0.986, method probabilistic, matched record ENR-122899, policy version 1
- Record linked automatically912f69f8132026-10-19 19:54:38, scoring_agentidentity id MBR-010211, confidence 0.986, method probabilistic, matched record ENR-122899, policy version 1
- Record linked automaticallyad8096b7272026-10-19 19:52:09, scoring_agentidentity id MBR-010211, confidence 0.986, method probabilistic, matched record ENR-122899, policy version 1
- Record linked automatically37b69362fa2026-10-19 19:45:42, scoring_agentidentity id MBR-010211, confidence 0.986, method probabilistic, matched record ENR-122899, policy version 1
- Record linked automatically6d0634a1892026-10-19 19:32:31, scoring_agentidentity id MBR-010211, confidence 0.986, method probabilistic, matched record ENR-122899, policy version 1
- Record linked automatically07817570312026-10-19 19:31:28, scoring_agentidentity id MBR-013794, confidence 1, method probabilistic, matched record CLM-417372, policy version 1