Record, CLM, bronze and silver
CLM-407703
Received 2026-08-10T08:55:31Z, line 98,237 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 | Singh, Natalie | Natalie | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Singh | Changed |
| Date of birth | 1946-01-04 | 1946-01-04 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | ···· | — | Unchanged |
| NULL | — | Cleared | |
| Address | ·1116 MARKET ST | 1116 Market St | Changed |
| City | Chandler | Chandler | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-9124 | GRP-9124 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- natalie|singh
- Address key
- 1116|market|chandler
- Canonical first
- natalie
Quality flags
6 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
- ZIP missingStreet address present but no ZIP supplied
- 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-110116 | 0.93 | Scored | — | Auto-linked |
| CLM-407704 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-041137
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Natalie Singh, 1946-01-04, 3 records, Verified
Evidence
Matched against ENR-110116
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically3d342d08242026-10-22 12:43:55, scoring_agentidentity id MBR-041137, confidence 0.925, method probabilistic, matched record ENR-110116, policy version 1
- Record linked automatically6b82537b0d2026-10-19 19:54:39, scoring_agentidentity id MBR-041137, confidence 0.925, method probabilistic, matched record ENR-110116, policy version 1
- Record linked automatically0c0236e57a2026-10-19 19:52:09, scoring_agentidentity id MBR-041137, confidence 0.925, method probabilistic, matched record ENR-110116, policy version 1
- Record linked automatically2a8a538ce32026-10-19 19:45:42, scoring_agentidentity id MBR-041137, confidence 0.925, method probabilistic, matched record ENR-110116, policy version 1
- Record linked automatically4d522967022026-10-19 19:32:31, scoring_agentidentity id MBR-041137, confidence 0.925, method probabilistic, matched record ENR-110116, policy version 1
- Record linked automaticallya9073c243b2026-10-19 19:31:28, scoring_agentidentity id MBR-025805, confidence 0.928, method probabilistic, matched record TPA-53388, policy version 1