Record, CLM, bronze and silver
CLM-411407
Received 2026-04-21T19:48:33Z, line 45,753 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 | — | — | Unchanged |
| Last name | CASTILLO | Castillo | Changed |
| Date of birth | 1967-03-21 | 1967-03-21 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC5005660 | UHC-50056-60 | Parsed |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| ·UNKNOWN | — | Cleared | |
| Address | 8927 Pine Drive | 8927 Pine Dr | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-0604 | GRP-0604 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- nancy|castillo
- Address key
- 8927|pine|tucson
- Canonical first
- nancy
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP missingStreet address present but no ZIP supplied
- 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-114997 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411408 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016654
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nancy Castillo, 1967-03-21, 3 records, Verified
Evidence
Matched against ENR-114997
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallye9d19349292026-10-19 19:54:38, matching_agentidentity id MBR-016654, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114997
- Record linked automaticallydfc3a301b22026-10-19 19:52:09, matching_agentidentity id MBR-016654, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114997
- Record linked automatically00236b3ec32026-10-19 19:45:42, matching_agentidentity id MBR-016654, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114997
- Record linked automatically554709503d2026-10-19 19:32:31, matching_agentidentity id MBR-016654, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114997
- Record linked automatically6a8987aefb2026-10-19 19:31:28, matching_agentidentity id MBR-017146, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115149