Record, CLM, bronze and silver
CLM-411408
Received 2026-06-09T06:27:38Z, line 51,482 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 | Castillo, Nancy | Nancy | Changed |
| Middle | V | V | Unchanged |
| Last name | — | Castillo | Changed |
| Date of birth | 1967-03-21 | 1967-03-21 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 5223231228 | 5223231228 | Unchanged |
| — | — | Unchanged | |
| Address | 8927 Pine Dr Apt 40 | 8927 Pine Dr Apt 40 | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85723·· | 85723 | Changed |
| Group | GRP-0604 | GRP-0604 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.68
- Name key
- nancy|castillo
- Address key
- 8927|pine|85723
- Canonical first
- nancy
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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 |
|---|---|---|---|---|
| ENR-114997 | 1.00 | Scored | — | Auto-linked |
| CLM-411407 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016654
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
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 |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye0e9a5fd552026-10-19 19:54:38, scoring_agentidentity id MBR-016654, confidence 0.996, method probabilistic, matched record ENR-114997, policy version 1
- Record linked automaticallyd29871bcf82026-10-19 19:52:09, scoring_agentidentity id MBR-016654, confidence 0.996, method probabilistic, matched record ENR-114997, policy version 1
- Record linked automaticallyecdfd8b4112026-10-19 19:45:42, scoring_agentidentity id MBR-016654, confidence 0.996, method probabilistic, matched record ENR-114997, policy version 1
- Record linked automaticallyaf678c577f2026-10-19 19:32:31, scoring_agentidentity id MBR-016654, confidence 0.996, method probabilistic, matched record ENR-114997, policy version 1
- Record linked automatically2132c83fd32026-10-19 19:31:28, scoring_agentidentity id MBR-021135, confidence 1, method probabilistic, matched record PRV-23394, policy version 1