Record, CLM, bronze and silver
CLM-401736
Received 2026-03-26T11:10:05Z, line 43,787 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 | Gardner, John | John | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Gardner | Changed |
| Date of birth | Jan 21, 1994 | 1994-01-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | -·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 14755491673 | 4755491673 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 249 MESA DRIVE #559 | 249 Mesa Dr # 559 | Changed |
| City | HOUSTON | Houston | Changed |
| State | Texas | TX | Changed |
| ZIP | 77028 | 77028 | Unchanged |
| Group | GRP-0927 | GRP-0927 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.32
- Name key
- john|gardner
- Address key
- 249|mesa|77028
- Canonical first
- john
Quality flags
10 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-401737 | 1.00 | Scored | — | Auto-linked |
| ENR-102279 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022166
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: John Gardner, 1994-01-21, 3 records, Verified
Evidence
Matched against CLM-401737
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallya1e5919e402026-10-19 19:54:38, scoring_agentidentity id MBR-022166, confidence 1, method probabilistic, matched record CLM-401737, policy version 1
- Record linked automaticallyfceafedee22026-10-19 19:52:09, scoring_agentidentity id MBR-022166, confidence 1, method probabilistic, matched record CLM-401737, policy version 1
- Record linked automaticallyfd7bba10222026-10-19 19:45:42, scoring_agentidentity id MBR-022166, confidence 1, method probabilistic, matched record CLM-401737, policy version 1
- Record linked automaticallyd66a6a32362026-10-19 19:32:31, scoring_agentidentity id MBR-022166, confidence 1, method probabilistic, matched record CLM-401737, policy version 1
- Record linked automatically7c0039071e2026-10-19 19:31:28, matching_agentidentity id MBR-020701, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-102266