Record, CLM, bronze and silver
CLM-417172
Received 2026-03-31T02:18:43Z, line 2,408 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 | Harold | Harold | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Simmons | Simmons | Unchanged |
| Date of birth | 1948-07-21 | 1948-07-21 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-09892-81 | UHC-09892-81 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 921-867-4345 | 9218674345 | Parsed |
| null | — | Cleared | |
| Address | 1157 Desert Sky Boulevard | 1157 Desert Sky Blvd | Changed |
| City | ·GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85227-1237 | 85227 | Changed |
| Group | ·GRP-9120 | GRP-9120 | Changed |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.62
- Name key
- harold|simmons
- Address key
- 1157|desert sky|85227
- Canonical first
- harold
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-57567 | 1.00 | Scored | — | Auto-linked |
| TPA-57568 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-122609 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013680
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Harold Simmons, 1948-07-21, 4 records, Verified
Evidence
Matched against TPA-57567
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically68f9cecece2026-10-19 19:54:38, scoring_agentidentity id MBR-013680, confidence 1, method probabilistic, matched record TPA-57567, policy version 1
- Record linked automaticallye1db8936022026-10-19 19:52:09, scoring_agentidentity id MBR-013680, confidence 1, method probabilistic, matched record TPA-57567, policy version 1
- Record linked automaticallyda87126fc52026-10-19 19:45:42, scoring_agentidentity id MBR-013680, confidence 1, method probabilistic, matched record TPA-57567, policy version 1
- Record linked automatically65173857022026-10-19 19:32:31, scoring_agentidentity id MBR-013680, confidence 1, method probabilistic, matched record TPA-57567, policy version 1
- Record linked automatically195e3bc1552026-10-19 19:31:28, matching_agentidentity id MBR-012322, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417173