Record, CLM, bronze and silver
CLM-430397
Received 2026-02-12T03:00:07Z, line 78,989 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 | Crawford, Keith | Keith | Changed |
| Middle | G | G | Unchanged |
| Last name | — | Crawford | Changed |
| Date of birth | 1975-06-10 | 1975-06-10 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-72967-12·· | UHC-72967-12 | Parsed |
| SSN | •••-••-5107 | •••-••-5107 | Parsed |
| Phone | ·· | — | Unchanged |
| UNKNOWN·· | — | Cleared | |
| Address | 239 Grand Avenue | 239 Grand Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93703·· | 93703 | Changed |
| Group | GRP-1472·· | GRP-1472 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.38
- Name key
- keith|crawford
- Address key
- 239|grand|93703
- Canonical first
- keith
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-139897 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012423
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Keith Crawford, 1975-06-10, 2 records, Verified
Evidence
Matched against ENR-139897
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd40f5699cf2026-10-19 19:54:38, matching_agentidentity id MBR-012423, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139897
- Record linked automaticallyc7188ca1a22026-10-19 19:52:09, matching_agentidentity id MBR-012423, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139897
- Record linked automatically3ce02084952026-10-19 19:45:42, matching_agentidentity id MBR-012423, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139897
- Record linked automaticallya7e969f31c2026-10-19 19:32:31, matching_agentidentity id MBR-012423, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139897
- Record linked automatically125dfbf9d52026-10-19 19:31:28, scoring_agentidentity id MBR-018623, confidence 1, method probabilistic, matched record ENR-140081, policy version 1