Record, CLM, bronze and silver
CLM-423760
Received 2026-10-12T14:10:52Z, line 42,247 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 | Helen | Helen | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Gutierrez | Gutierrez | Unchanged |
| Date of birth | 19851219·· | 1985-12-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8543 | •••-••-8543 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 7768 Palm Drive | 7768 Palm Dr | Changed |
| City | ·EDEN PRAIRIE | Eden Prairie | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55351 | 55351 | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- helen|gutierrez
- Address key
- 7768|palm|55351
- Canonical first
- helen
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| ENR-131080 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025441
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gutierrez Helen, 1985-12-19, 2 records, Verified
Evidence
Matched against ENR-131080
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya09b965e9f2026-10-22 12:43:54, scoring_agentidentity id MBR-025441, confidence 0.986, method probabilistic, matched record ENR-131080, policy version 1
- Record linked automatically44f2747f692026-10-19 19:54:38, scoring_agentidentity id MBR-025441, confidence 0.986, method probabilistic, matched record ENR-131080, policy version 1
- Record linked automatically9ceb2d3f2f2026-10-19 19:52:09, scoring_agentidentity id MBR-025441, confidence 0.986, method probabilistic, matched record ENR-131080, policy version 1
- Record linked automatically987b39a78c2026-10-19 19:45:42, scoring_agentidentity id MBR-025441, confidence 0.986, method probabilistic, matched record ENR-131080, policy version 1
- Record linked automaticallydbc8bf5b2d2026-10-19 19:32:31, scoring_agentidentity id MBR-025441, confidence 0.986, method probabilistic, matched record ENR-131080, policy version 1
- Record linked automaticallyc3dd1991592026-10-19 19:31:28, scoring_agentidentity id MBR-021580, confidence 0.925, method probabilistic, matched record CLM-423758, policy version 1