Record, CLM , bronze and silver
CLM-407287
Received 2026-03-14T15:14:13Z, line 57,475 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Scott·· | Scott | Changed |
| Middle | — | — | Unchanged |
| Last name | Simmons | Simmons | Unchanged |
| Date of birth | 1976-01-09 | 1976-01-09 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·· | — | Unchanged |
| SSN | •••-••-4362 | •••-••-4362 | Parsed |
| Phone | +1 876 893 2158 | 8768932158 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | ·· | — | Unchanged |
| City | N/A | — | Cleared |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-3019 | GRP-3019 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- scott|simmons
- Address key
- —
- Canonical first
- scott
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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-53199 | 0.99 | Scored | — | Auto-linked |
| TPA-53198 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407288 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-53200 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019663
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Scott Simmons, 1976-01-09, 5 records, Verified
Evidence
Matched against TPA-53199
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyff05cf75d92026-10-19 19:54:38, scoring_agentidentity id MBR-019663, confidence 0.991, method probabilistic, matched record TPA-53199, policy version 1
- Record linked automatically4b97a2e7302026-10-19 19:52:09, scoring_agentidentity id MBR-019663, confidence 0.991, method probabilistic, matched record TPA-53199, policy version 1
- Record linked automatically685c6749c82026-10-19 19:45:42, scoring_agentidentity id MBR-019663, confidence 0.991, method probabilistic, matched record TPA-53199, policy version 1
- Record linked automaticallyb2c65947932026-10-19 19:32:31, scoring_agentidentity id MBR-019663, confidence 0.991, method probabilistic, matched record TPA-53199, policy version 1
- Record linked automaticallya73c569fdc2026-10-19 19:31:28, scoring_agentidentity id MBR-005748, confidence 1, method probabilistic, matched record TPA-53218, policy version 1