Record, CLM, bronze and silver
CLM-432679
Received 2026-05-19T14:52:10Z, line 98,802 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 | ·THOMAS | Thomas | Changed |
| Middle | — | — | Unchanged |
| Last name | ·HARPER | Harper | Changed |
| Date of birth | 03-08-1974 | 1974-08-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·null | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | ·- | — | Cleared |
| — | — | Unchanged | |
| Address | 973 MARKET ST | 973 Market St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85766-5680·· | 85766 | Changed |
| Group | GRP-6743 | GRP-6743 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.62
- Name key
- thomas|harper
- Address key
- 973|market|85766
- Canonical first
- thomas
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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-142907 | 1.00 | Scored | — | Auto-linked |
| PRV-29555 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014189
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Harper, 1974-08-03, 3 records, Verified
Evidence
Matched against PRV-29555
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically5278d85bd92026-10-22 12:43:54, scoring_agentidentity id MBR-014189, confidence 1, method probabilistic, matched record PRV-29555, policy version 1
- Record linked automatically0661e0808a2026-10-19 19:54:38, scoring_agentidentity id MBR-014189, confidence 1, method probabilistic, matched record PRV-29555, policy version 1
- Record linked automatically894189dbe22026-10-19 19:52:09, scoring_agentidentity id MBR-014189, confidence 1, method probabilistic, matched record PRV-29555, policy version 1
- Record linked automatically78c6b126c82026-10-19 19:45:42, scoring_agentidentity id MBR-014189, confidence 1, method probabilistic, matched record PRV-29555, policy version 1
- Record linked automatically626afe1b962026-10-19 19:32:31, scoring_agentidentity id MBR-014189, confidence 1, method probabilistic, matched record PRV-29555, policy version 1
- Record linked automaticallydc2863f4f72026-10-19 19:31:28, matching_agentidentity id MBR-021759, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-143094