Record, CLM, bronze and silver
CLM-418564
Received 2026-08-05T03:07:02Z, line 54,638 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 | George | George | Unchanged |
| Middle | Z | Z | Unchanged |
| Last name | Li | Li | Unchanged |
| Date of birth | 11/01/1955 | 1955-11-01 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (652) 254-2957 | 6522542957 | Parsed |
| — | — | Unchanged | |
| Address | 9770 JEFFERSON AVE | 9770 Jefferson Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30349-7916 | 30349 | Changed |
| Group | ···· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- george|li
- Address key
- 9770|jefferson|30349
- Canonical first
- george
Quality flags
8 raised during normalisation
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028459
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: George Li, 1955-11-01, 2 records, Verified
Evidence
Matched against PRV-25506
| 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 automaticallybcc7ee0c572026-10-19 19:54:38, scoring_agentidentity id MBR-028459, confidence 1, method probabilistic, matched record PRV-25506, policy version 1
- Record linked automatically9a966fbd132026-10-19 19:52:09, scoring_agentidentity id MBR-028459, confidence 1, method probabilistic, matched record PRV-25506, policy version 1
- Record linked automatically0cb2efd09f2026-10-19 19:45:42, scoring_agentidentity id MBR-028459, confidence 1, method probabilistic, matched record PRV-25506, policy version 1
- Record linked automatically2df3d097f82026-10-19 19:32:31, scoring_agentidentity id MBR-028459, confidence 1, method probabilistic, matched record PRV-25506, policy version 1
- Record linked automatically7743b3eade2026-10-19 19:31:28, matching_agentidentity id MBR-027427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124284