Record, CLM, bronze and silver
CLM-403475
Received 2026-01-22T11:38:16Z, line 94,061 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 | Kathryn, Pierce | Pierce | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Kathryn | Changed |
| Date of birth | 2/21/1939 | 1939-02-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-8786 | •••-••-8786 | Unchanged |
| Phone | ·(533) 525-7449 | 5335257449 | Parsed |
| — | — | Unchanged | |
| Address | 9528 WASHINGTON STREET | 9528 Washington St | Changed |
| City | Tampa·· | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33628 | 33628 | Unchanged |
| Group | GRP-8811 | GRP-8811 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- pierce|kathryn
- Address key
- 9528|washington|33628
- Canonical first
- pierce
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
- 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 |
|---|---|---|---|---|
| ENR-104511 | 0.99 | Scored | — | Auto-linked |
| ENR-104510 | 0.99 | Scored | — | Auto-linked |
| CLM-403473 | 0.98 | Scored | — | Auto-linked |
| CLM-403474 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006669
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Kathryn Pierce, 1939-02-21, 5 records, Verified
Evidence
Matched against ENR-104511
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automatically614b33f7fa2026-10-19 19:54:38, scoring_agentidentity id MBR-006669, confidence 0.987, method probabilistic, matched record ENR-104511, policy version 1
- Record linked automatically384afd2ecb2026-10-19 19:52:09, scoring_agentidentity id MBR-006669, confidence 0.987, method probabilistic, matched record ENR-104511, policy version 1
- Record linked automatically89700d806b2026-10-19 19:45:42, scoring_agentidentity id MBR-006669, confidence 0.987, method probabilistic, matched record ENR-104511, policy version 1
- Record linked automaticallycf7c97235f2026-10-19 19:32:31, scoring_agentidentity id MBR-006669, confidence 0.987, method probabilistic, matched record ENR-104511, policy version 1
- Record linked automatically7ade76064d2026-10-19 19:31:28, scoring_agentidentity id MBR-014324, confidence 0.925, method probabilistic, matched record TPA-51573, policy version 1