Record, CLM, bronze and silver
CLM-404872
Received 2026-07-26T13:01:35Z, line 88,414 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | NANCY | Nancy | Changed |
| Middle | W. | W | Changed |
| Last name | ESTRADA | Estrada | Changed |
| Date of birth | 1976-03-22 | 1976-03-22 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-01826-54 | UHC-01826-54 | Unchanged |
| SSN | •••-••-2102 | •••-••-2102 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 7743 Oak St | 7743 Oak St | Unchanged |
| City | Phoenix | Phoenix | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85092 | 85092 | Unchanged |
| Group | ·null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- nancy|estrada
- Address key
- 7743|oak|85092
- Canonical first
- nancy
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-404873 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404874 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-106435 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21416 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404871 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004987
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nancy Estrada, 1976-03-22, 6 records, Verified
Evidence
Matched against CLM-404873
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd7170eb99b2026-10-19 19:54:38, matching_agentidentity id MBR-004987, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404873
- Record linked automatically8866af63b82026-10-19 19:52:08, matching_agentidentity id MBR-004987, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404873
- Record linked automaticallyde5b9ded8b2026-10-19 19:45:42, matching_agentidentity id MBR-004987, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404873
- Record linked automaticallydd9a68f5e62026-10-19 19:32:31, matching_agentidentity id MBR-004987, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404873
- Record linked automatically00276c47dd2026-10-19 19:31:28, scoring_agentidentity id MBR-023498, confidence 1, method probabilistic, matched record TPA-52184, policy version 1