Record, CLM, bronze and silver
CLM-427778
Received 2026-06-29T07:08:46Z, line 38,202 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 | Madison | Madison | Unchanged |
| Middle | I | I | Unchanged |
| Last name | Nicchols | Nicchols | Unchanged |
| Date of birth | ·Jun 25, 1945 | 1945-06-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-60294-10 | UHC-60294-10 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 640-227-8933 | 6402278933 | Parsed |
| null | — | Cleared | |
| Address | - | — | Cleared |
| City | UNKNOWN·· | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.92
- Name key
- madison|nicchols
- Address key
- —
- Canonical first
- madison
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 |
|---|---|---|---|---|
| PRV-28140 | 0.99 | Scored | — | Auto-linked |
| ENR-136417 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62255 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-036645
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Madison Nichols, 1945-06-25, 4 records, Verified
Evidence
Matched against PRV-28140
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically1382c599c12026-10-22 12:43:55, scoring_agentidentity id MBR-036645, confidence 0.993, method probabilistic, matched record PRV-28140, policy version 1
- Record linked automatically8f204ba85c2026-10-19 19:54:39, scoring_agentidentity id MBR-036645, confidence 0.993, method probabilistic, matched record PRV-28140, policy version 1
- Record linked automatically58150015a12026-10-19 19:52:09, scoring_agentidentity id MBR-036645, confidence 0.993, method probabilistic, matched record PRV-28140, policy version 1
- Record linked automaticallyec42323f102026-10-19 19:45:42, scoring_agentidentity id MBR-036645, confidence 0.993, method probabilistic, matched record PRV-28140, policy version 1
- Record linked automaticallyb51c57f88a2026-10-19 19:32:31, scoring_agentidentity id MBR-036645, confidence 0.993, method probabilistic, matched record PRV-28140, policy version 1
- Record linked automatically7f04a7ca142026-10-19 19:31:28, matching_agentidentity id MBR-004205, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-136771