Record, CLM, bronze and silver
CLM-426907
Received 2026-05-08T20:31:24Z, line 18,667 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 | Garcia, Frank | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Garcia | Changed |
| Date of birth | 1940-07-01 | 1940-07-01 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-99822-51 | UHC-99822-51 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| N/A | — | Cleared | |
| Address | 9059 Market Street | 9059 Market St | Changed |
| City | Denver | Denver | Unchanged |
| State | ·CO | CO | Changed |
| ZIP | 80268-1300·· | 80268 | Changed |
| Group | GRP-0844 | GRP-0844 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.52
- Name key
- frank|garcia
- Address key
- 9059|market|80268
- Canonical first
- frank
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+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-61890 | 1.00 | Scored | — | Auto-linked |
| ENR-135293 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426908 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61891 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029779
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Garcia, 1940-07-01, 4 records, Verified
Evidence
Matched against TPA-61890
| 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 automatically91305cc7182026-10-19 19:54:38, scoring_agentidentity id MBR-029779, confidence 1, method probabilistic, matched record TPA-61890, policy version 1
- Record linked automaticallyebe526d0942026-10-19 19:52:09, scoring_agentidentity id MBR-029779, confidence 1, method probabilistic, matched record TPA-61890, policy version 1
- Record linked automatically5ee120498c2026-10-19 19:45:42, scoring_agentidentity id MBR-029779, confidence 1, method probabilistic, matched record TPA-61890, policy version 1
- Record linked automatically8ea4f8596f2026-10-19 19:32:31, scoring_agentidentity id MBR-029779, confidence 1, method probabilistic, matched record TPA-61890, policy version 1
- Record linked automaticallyeb715108522026-10-19 19:31:28, scoring_agentidentity id MBR-005913, confidence 0.991, method probabilistic, matched record ENR-135560, policy version 1