Record, CLM, bronze and silver
CLM-431913
Received 2026-07-01T14:15:29Z, line 54,737 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 | Michelle | Michelle | Unchanged |
| Middle | P | P | Unchanged |
| Last name | Gutierrez | Gutierrez | Unchanged |
| Date of birth | 1964-12-17 | 1964-12-17 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | ·N/A | — | Cleared |
| SSN | •••-••-4410 | •••-••-4410 | Unchanged |
| Phone | 8915690539 | 8915690539 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 118 River Road | 118 River Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85254 | 85254 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- michelle|gutierrez
- Address key
- 118|river|85254
- Canonical first
- michelle
Quality flags
5 raised during normalisation
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-141898 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141899 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024754
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Michelle Gutierrez, 1964-12-17, 3 records, Verified
Evidence
Matched against ENR-141898
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0c825c584d2026-10-22 12:43:54, matching_agentidentity id MBR-024754, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141898
- Record linked automaticallyf71f7cbdbc2026-10-19 19:54:38, matching_agentidentity id MBR-024754, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141898
- Record linked automaticallydcb07817322026-10-19 19:52:09, matching_agentidentity id MBR-024754, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141898
- Record linked automatically3e941ddc5e2026-10-19 19:45:42, matching_agentidentity id MBR-024754, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141898
- Record linked automatically7f97d21f132026-10-19 19:32:31, matching_agentidentity id MBR-024754, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141898
- Record linked automatically1df24536202026-10-19 19:31:28, scoring_agentidentity id MBR-003563, confidence 1, method probabilistic, matched record CLM-431914, policy version 1