Record, CLM, bronze and silver
CLM-429392
Received 2026-01-01T20:12:52Z, line 90,141 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 | Emily | Emily | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Roberts·· | Roberts | Changed |
| Date of birth | 11-07-1955 | 1955-07-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-42496-47 | UHC-42496-47 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 956-528-6935 | 9565286935 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6341 Meadow Ln | 6341 Meadow Ln | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85745 | 85745 | Unchanged |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.92
- Name key
- emily|roberts
- Address key
- 6341|meadow|85745
- Canonical first
- emily
Quality flags
4 raised during normalisation
- 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
- 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-62988 | 1.00 | Scored | — | Auto-linked |
| CLM-429391 | 1.00 | Scored | — | Auto-linked |
| ENR-138576 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000251
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emily Roberts, 1955-07-11, 4 records, Verified
Evidence
Matched against TPA-62988
| 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
5 hash-chained entries for this record
- Record linked automaticallyd91ad3fe2a2026-10-19 19:54:38, scoring_agentidentity id MBR-000251, confidence 1, method probabilistic, matched record TPA-62988, policy version 1
- Record linked automaticallyd638a575372026-10-19 19:52:08, scoring_agentidentity id MBR-000251, confidence 1, method probabilistic, matched record TPA-62988, policy version 1
- Record linked automaticallyff3f3b85642026-10-19 19:45:41, scoring_agentidentity id MBR-000251, confidence 1, method probabilistic, matched record TPA-62988, policy version 1
- Record linked automatically5a3778c1c82026-10-19 19:32:31, scoring_agentidentity id MBR-000251, confidence 1, method probabilistic, matched record TPA-62988, policy version 1
- Record linked automaticallyd777479f7d2026-10-19 19:31:28, matching_agentidentity id MBR-001976, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429393