Record, CLM, bronze and silver
CLM-410171
Received 2026-05-29T09:13:33Z, line 23,514 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 | Lauren | Lauren | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gutierrez | Gutierrez | Unchanged |
| Date of birth | 01/04/89 | 1989-01-04 | Parsed |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | ·N/A | — | Cleared |
| Phone | +1 854 588 2955 | 8545882955 | Parsed |
| N/A | — | Cleared | |
| Address | 9548 BROADWAY | 9548 Broadway | Changed |
| City | Orlando | Orlando | Unchanged |
| State | Florida | FL | Changed |
| ZIP | 32831 | 32831 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- lauren|gutierrez
- Address key
- 9548|broadway|32831
- Canonical first
- lauren
Quality flags
5 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Address re-casedStreet line re-cased and punctuation removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-113385 | 1.00 | Scored | — | Auto-linked |
| TPA-54457 | 1.00 | Scored | — | Auto-linked |
| CLM-410170 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032797
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Gutierrez, 1989-01-04, 4 records, Verified
Evidence
Matched against ENR-113385
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically054798d31a2026-10-22 12:43:54, scoring_agentidentity id MBR-032797, confidence 1, method probabilistic, matched record ENR-113385, policy version 1
- Record linked automatically231d6c1eb32026-10-19 19:54:38, scoring_agentidentity id MBR-032797, confidence 1, method probabilistic, matched record ENR-113385, policy version 1
- Record linked automaticallycf6a57b0ba2026-10-19 19:52:09, scoring_agentidentity id MBR-032797, confidence 1, method probabilistic, matched record ENR-113385, policy version 1
- Record linked automatically1f059d4e952026-10-19 19:45:42, scoring_agentidentity id MBR-032797, confidence 1, method probabilistic, matched record ENR-113385, policy version 1
- Record linked automatically95c3f965a22026-10-19 19:32:31, scoring_agentidentity id MBR-032797, confidence 1, method probabilistic, matched record ENR-113385, policy version 1
- Record linked automaticallyaa8cc066292026-10-19 19:31:28, matching_agentidentity id MBR-016436, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410172