Record, CLM, bronze and silver
CLM-420586
Received 2026-08-12T16:02:06Z, line 53,390 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 | Carlson, Margaret | Margaret | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Carlson | Changed |
| Date of birth | 5/22/1983 | 1983-05-22 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6117 | •••-••-6117 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 4067 Ridge Road | 4067 Ridge Rd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75003 | 75003 | Unchanged |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.52
- Name key
- margaret|carlson
- Address key
- 4067|ridge|75003
- Canonical first
- margaret
Quality flags
6 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)
- 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 |
|---|---|---|---|---|
| ENR-127092 | 0.86 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034379
- Method
- Scored
- Confidence
- 0.86
- Rule
- weighted score, no rule
Golden record: Margaret Carlson, 1982-05-22, 2 records, Verified
Evidence
Matched against ENR-127092
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyac1fd770132026-10-22 12:43:55, scoring_agentidentity id MBR-034379, confidence 0.857, method probabilistic, matched record ENR-127092, policy version 1
- Record linked automaticallye09e10ef3a2026-10-19 19:54:39, scoring_agentidentity id MBR-034379, confidence 0.857, method probabilistic, matched record ENR-127092, policy version 1
- Record linked automatically83d88793c02026-10-19 19:52:09, scoring_agentidentity id MBR-034379, confidence 0.857, method probabilistic, matched record ENR-127092, policy version 1
- Record linked automaticallyd2c9d39e5f2026-10-19 19:45:42, scoring_agentidentity id MBR-034379, confidence 0.857, method probabilistic, matched record ENR-127092, policy version 1
- Record linked automaticallyb1d738a7c42026-10-19 19:32:31, scoring_agentidentity id MBR-034379, confidence 0.857, method probabilistic, matched record ENR-127092, policy version 1
- Record linked automaticallyad97d6bcec2026-10-19 19:31:28, scoring_agentidentity id MBR-021096, confidence 1, method probabilistic, matched record TPA-58978, policy version 1