Record, CLM, bronze and silver
CLM-411678
Received 2026-08-22T18:52:06Z, line 59,901 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | carolyn | Carolyn | Changed |
| Middle | — | — | Unchanged |
| Last name | fisher | Fisher | Changed |
| Date of birth | 19510524 | 1951-05-24 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-2522 | •••-••-2522 | Unchanged |
| Phone | 515-331-0641 | 5153310641 | Parsed |
| NULL | — | Cleared | |
| Address | 7001 Baseline Road | 7001 Baseline Rd | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55378 | 55378 | Unchanged |
| Group | GRP-5002 | GRP-5002 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- carolyn|fisher
- Address key
- 7001|baseline|55378
- Canonical first
- carolyn
Quality flags
6 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)
- 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
- 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-55155 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-55156 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-411679 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009013
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Carolyn Fisher, 1951-05-24, 4 records, Verified
Evidence
Matched against TPA-55155
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6bbc7f6e302026-10-19 19:54:38, matching_agentidentity id MBR-009013, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-55155
- Record linked automatically6e65d190872026-10-19 19:52:09, matching_agentidentity id MBR-009013, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-55155
- Record linked automatically989e2199392026-10-19 19:45:42, matching_agentidentity id MBR-009013, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-55155
- Record linked automatically19f38c53b92026-10-19 19:32:31, matching_agentidentity id MBR-009013, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-55155
- Record linked automaticallyecef1db50d2026-10-19 19:31:28, scoring_agentidentity id MBR-009699, confidence 1, method probabilistic, matched record ENR-115502, policy version 1