Record, CLM, bronze and silver
CLM-403800
Received 2026-01-19T08:42:53Z, line 11,843 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 | FRANCES | Frances | Changed |
| Middle | E | E | Unchanged |
| Last name | JACOBS | Jacobs | Changed |
| Date of birth | 08-09-1986·· | 1986-09-08 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·- | — | Cleared |
| SSN | •••-••-1981 | •••-••-1981 | Parsed |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 9439 BASELINE ROAD | 9439 Baseline Rd | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30373 | 30373 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.62
- Name key
- frances|jacobs
- Address key
- 9439|baseline|30373
- Canonical first
- frances
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| TPA-51653 | 1.00 | Scored | — | Auto-linked |
| CLM-403802 | 1.00 | Scored | — | Auto-linked |
| ENR-104933 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-403801 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001116
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frances Jacobs, 1986-09-08, 5 records, Verified
Evidence
Matched against CLM-403802
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically792c98b5fe2026-10-19 19:54:38, scoring_agentidentity id MBR-001116, confidence 1, method probabilistic, matched record CLM-403802, policy version 1
- Record linked automatically6f0f9ebff92026-10-19 19:52:08, scoring_agentidentity id MBR-001116, confidence 1, method probabilistic, matched record CLM-403802, policy version 1
- Record linked automatically8f1a578a3d2026-10-19 19:45:41, scoring_agentidentity id MBR-001116, confidence 1, method probabilistic, matched record CLM-403802, policy version 1
- Record linked automatically3c236e1ce02026-10-19 19:32:31, scoring_agentidentity id MBR-001116, confidence 1, method probabilistic, matched record CLM-403802, policy version 1
- Record linked automaticallyca0f17b0612026-10-19 19:31:28, scoring_agentidentity id MBR-003362, confidence 1, method probabilistic, matched record CLM-403797, policy version 1