Record, CLM, bronze and silver
CLM-428028
Received 2026-06-21T09:32:00Z, line 8,823 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 | BENJAMIN | Benjamin | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMMONS | Simmons | Changed |
| Date of birth | 6/14/1971 | 1971-06-14 | Parsed |
| Gender | - | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ···· | — | Unchanged |
| benjamin.simmons38@proton.me | benjamin.simmons38@proton.me | Unchanged | |
| Address | ·8450 Camelback Rd | 8450 Camelback Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85224 | 85224 | Unchanged |
| Group | GRP-5586 | GRP-5586 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- benjamin|simmons
- Address key
- 8450|camelback|85224
- Canonical first
- benjamin
Quality flags
4 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)
- 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-136756 | 1.00 | Scored | — | Auto-linked |
| TPA-62383 | 1.00 | Scored | — | Auto-linked |
| TPA-62384 | 1.00 | Scored | — | Auto-linked |
| TPA-62385 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003452
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Benjamin Simmons, 1971-06-14, 5 records, Verified
Evidence
Matched against TPA-62384
| 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 automatically85e24ca1202026-10-19 19:54:38, scoring_agentidentity id MBR-003452, confidence 1, method probabilistic, matched record TPA-62384, policy version 1
- Record linked automatically4192bc7ba92026-10-19 19:52:08, scoring_agentidentity id MBR-003452, confidence 1, method probabilistic, matched record TPA-62384, policy version 1
- Record linked automatically03652eaf8d2026-10-19 19:45:41, scoring_agentidentity id MBR-003452, confidence 1, method probabilistic, matched record TPA-62384, policy version 1
- Record linked automatically03074d4a752026-10-19 19:32:31, scoring_agentidentity id MBR-003452, confidence 1, method probabilistic, matched record TPA-62384, policy version 1
- Record linked automatically55ec8fa6c72026-10-19 19:31:28, scoring_agentidentity id MBR-039277, confidence 1, method probabilistic, matched record ENR-137057, policy version 1