Record, CLM, bronze and silver
CLM-418864
Received 2026-07-06T09:48:41Z, line 21,155 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 | Sims, Alice | Alice | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Sims | Changed |
| Date of birth | 12/15/96·· | 1996-12-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-33070-12 | UHC-33070-12 | Unchanged |
| SSN | •••-••-7248 | •••-••-7248 | Parsed |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 3652 Washington Street | 3652 Washington St | Changed |
| City | Dallas | Dallas | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 75282-1142 | 75282 | Changed |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.24
- Name key
- alice|sims
- Address key
- 3652|washington|75282
- Canonical first
- alice
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-58362 | 1.00 | Scored | — | Auto-linked |
| TPA-58363 | 1.00 | Scored | — | Auto-linked |
| CLM-418865 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007640
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Alice Sims, 1996-12-15, 4 records, Verified
Evidence
Matched against TPA-58362
| 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 automatically40b762008d2026-10-19 19:54:38, scoring_agentidentity id MBR-007640, confidence 1, method probabilistic, matched record TPA-58362, policy version 1
- Record linked automaticallya3d8a7ab902026-10-19 19:52:09, scoring_agentidentity id MBR-007640, confidence 1, method probabilistic, matched record TPA-58362, policy version 1
- Record linked automatically0d187be2022026-10-19 19:45:42, scoring_agentidentity id MBR-007640, confidence 1, method probabilistic, matched record TPA-58362, policy version 1
- Record linked automatically7797d2901b2026-10-19 19:32:31, scoring_agentidentity id MBR-007640, confidence 1, method probabilistic, matched record TPA-58362, policy version 1
- Record linked automatically2324213be92026-10-19 19:31:28, scoring_agentidentity id MBR-002185, confidence 1, method probabilistic, matched record TPA-58229, policy version 1