Record, CLM, bronze and silver
CLM-417579
Received 2026-04-02T07:47:35Z, line 63,926 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 | ·Graham, Henry | Henry | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Graham | Changed |
| Date of birth | 19690404 | 1969-04-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 815.263.3479 | 8152633479 | Parsed |
| — | — | Unchanged | |
| Address | 46 GRAND AVE | 46 Grand Ave | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75023 | 75023 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- henry|graham
- Address key
- 46|grand|75023
- Canonical first
- henry
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 |
|---|---|---|---|---|
| CLM-417581 | 1.00 | Scored | — | Auto-linked |
| ENR-123177 | 1.00 | Scored | — | Auto-linked |
| CLM-417580 | 1.00 | Scored | — | Auto-linked |
| TPA-57763 | 0.99 | Scored | — | Auto-linked |
| TPA-57765 | 0.83 | Scored | — | Sent to steward |
| TPA-57764 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003205
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Henry Graham, 1969-04-04, 5 records, Verified
Evidence
Matched against CLM-417581
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb5ce87719c2026-10-22 12:43:53, scoring_agentidentity id MBR-003205, confidence 1, method probabilistic, matched record CLM-417581, policy version 1
- Record linked automaticallya3b84ca62e2026-10-19 19:54:38, scoring_agentidentity id MBR-003205, confidence 1, method probabilistic, matched record CLM-417581, policy version 1
- Record linked automatically9e44e14de12026-10-19 19:52:08, scoring_agentidentity id MBR-003205, confidence 1, method probabilistic, matched record CLM-417581, policy version 1
- Record linked automatically43fa15d8482026-10-19 19:45:41, scoring_agentidentity id MBR-003205, confidence 1, method probabilistic, matched record CLM-417581, policy version 1
- Record linked automatically892234fb342026-10-19 19:32:31, scoring_agentidentity id MBR-003205, confidence 1, method probabilistic, matched record CLM-417581, policy version 1
- Record linked automatically51b7ebe50f2026-10-19 19:31:28, matching_agentidentity id MBR-023831, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123002