Record, CLM, bronze and silver
CLM-429909
Received 2026-09-30T03:42:56Z, line 28,923 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 | Carroll, Barb | Barb | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Carroll | Changed |
| Date of birth | 23-01-1966 | 1966-01-23 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9233 | •••-••-9233 | Unchanged |
| Phone | 15239637570 | 5239637570 | Parsed |
| — | — | Unchanged | |
| Address | 7998 Harbor Boulevard | 7998 Harbor Blvd | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92116 | 92116 | Unchanged |
| Group | null | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.50
- Name key
- barbara|carroll
- Address key
- 7998|harbor|92116
- Canonical first
- barbara
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
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-63202 | 1.00 | Scored | — | Auto-linked |
| CLM-429908 | 0.98 | Scored | — | Auto-linked |
| PRV-28753 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013329
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Carroll, 1966-01-23, 4 records, Verified
Evidence
Matched against TPA-63202
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya92617e59a2026-10-19 19:54:38, scoring_agentidentity id MBR-013329, confidence 1, method probabilistic, matched record TPA-63202, policy version 1
- Record linked automatically8e8cdd325d2026-10-19 19:52:09, scoring_agentidentity id MBR-013329, confidence 1, method probabilistic, matched record TPA-63202, policy version 1
- Record linked automatically1ec774295a2026-10-19 19:45:42, scoring_agentidentity id MBR-013329, confidence 1, method probabilistic, matched record TPA-63202, policy version 1
- Record linked automatically0d3b9131192026-10-19 19:32:31, scoring_agentidentity id MBR-013329, confidence 1, method probabilistic, matched record TPA-63202, policy version 1
- Record linked automatically6c5f6f9ff92026-10-19 19:31:28, scoring_agentidentity id MBR-007390, confidence 1, method probabilistic, matched record CLM-429910, policy version 1