Record, CLM, bronze and silver
CLM-411252
Received 2026-03-30T01:16:06Z, line 77,809 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 | NANCY·· | Nancy | Changed |
| Middle | — | — | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 2/11/1995 | 1995-02-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 427.756.4789 | 4277564789 | Parsed |
| - | — | Cleared | |
| Address | 1313 OAK ST | 1313 Oak St | Changed |
| City | EDEN PRAIRIE | Eden Prairie | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55361 | 55361 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.72
- Name key
- nancy|espinoza
- Address key
- 1313|oak|55361
- Canonical first
- nancy
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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
- City re-casedCity re-cased to Title Case
- 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-411253 | 1.00 | Scored | — | Auto-linked |
| ENR-114803 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004579
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nancy Espinoza, 1995-02-11, 3 records, Verified
Evidence
Matched against ENR-114803
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically84022807b72026-10-22 12:43:53, scoring_agentidentity id MBR-004579, confidence 1, method probabilistic, matched record ENR-114803, policy version 1
- Record linked automaticallycfc1ba94cb2026-10-19 19:54:38, scoring_agentidentity id MBR-004579, confidence 1, method probabilistic, matched record ENR-114803, policy version 1
- Record linked automaticallyb2815ec81c2026-10-19 19:52:08, scoring_agentidentity id MBR-004579, confidence 1, method probabilistic, matched record ENR-114803, policy version 1
- Record linked automatically6d3977dbc92026-10-19 19:45:42, scoring_agentidentity id MBR-004579, confidence 1, method probabilistic, matched record ENR-114803, policy version 1
- Record linked automatically2d9b6e7f822026-10-19 19:32:31, scoring_agentidentity id MBR-004579, confidence 1, method probabilistic, matched record ENR-114803, policy version 1
- Record linked automatically8232e99cbc2026-10-19 19:31:28, matching_agentidentity id MBR-005300, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54987