Record, CLM, bronze and silver
CLM-401465
Received 2026-02-16T13:00:57Z, line 67,773 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 | Ruiz, Barbara | Barbara | Changed |
| Middle | ·· | — | Unchanged |
| Last name | — | Ruiz | Changed |
| Date of birth | 1989-09-07 | 1989-09-07 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | - | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 2288 RIVER RD | 2288 River Rd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85237·· | 85237 | Changed |
| Group | GRP-5251 | GRP-5251 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- barbara|ruiz
- Address key
- 2288|river|85237
- Canonical first
- barbara
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-401467 | 1.00 | Scored | — | Auto-linked |
| CLM-401466 | 1.00 | Scored | — | Auto-linked |
| ENR-101903 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000222
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Ruiz, 1989-09-07, 4 records, Verified
Evidence
Matched against ENR-101903
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3fb041c8842026-10-19 19:54:38, scoring_agentidentity id MBR-000222, confidence 1, method probabilistic, matched record ENR-101903, policy version 1
- Record linked automatically574163bb932026-10-19 19:52:08, scoring_agentidentity id MBR-000222, confidence 1, method probabilistic, matched record ENR-101903, policy version 1
- Record linked automaticallybbf84641aa2026-10-19 19:45:41, scoring_agentidentity id MBR-000222, confidence 1, method probabilistic, matched record ENR-101903, policy version 1
- Record linked automatically79b14c2d3f2026-10-19 19:32:31, scoring_agentidentity id MBR-000222, confidence 1, method probabilistic, matched record ENR-101903, policy version 1
- Record linked automatically30159b42682026-10-19 19:31:28, matching_agentidentity id MBR-009279, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-401464