Record, CLM, bronze and silver
CLM-401209
Received 2026-01-10T22:59:38Z, line 25,914 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 | ana | Ana | Changed |
| Middle | — | — | Unchanged |
| Last name | knight | Knight | Changed |
| Date of birth | 1991-03-25 | 1991-03-25 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-00824-54 | UHC-00824-54 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | UNKNOWN·· | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 3627 LINCOLN WAY | 3627 Lincoln Way | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85236·· | 85236 | Changed |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- ana|knight
- Address key
- 3627|lincoln|85236
- Canonical first
- ana
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| CLM-401208 | 0.99 | Scored | — | Auto-linked |
| ENR-101560 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003187
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Ana Knight, 1991-03-25, 3 records, Verified
Evidence
Matched against CLM-401208
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallydfe3de5df22026-10-22 12:43:53, scoring_agentidentity id MBR-003187, confidence 0.992, method probabilistic, matched record CLM-401208, policy version 1
- Record linked automaticallye3aa95283d2026-10-19 19:54:38, scoring_agentidentity id MBR-003187, confidence 0.992, method probabilistic, matched record CLM-401208, policy version 1
- Record linked automaticallycda3b61f122026-10-19 19:52:08, scoring_agentidentity id MBR-003187, confidence 0.992, method probabilistic, matched record CLM-401208, policy version 1
- Record linked automatically98b3bce3cf2026-10-19 19:45:41, scoring_agentidentity id MBR-003187, confidence 0.992, method probabilistic, matched record CLM-401208, policy version 1
- Record linked automatically0af8c651c22026-10-19 19:32:31, scoring_agentidentity id MBR-003187, confidence 0.992, method probabilistic, matched record CLM-401208, policy version 1
- Record linked automaticallye7fc4953e42026-10-19 19:31:28, scoring_agentidentity id MBR-018590, confidence 1, method probabilistic, matched record TPA-50508, policy version 1