Record, CLM , bronze and silver
CLM-422316
Received 2026-02-09T04:06:10Z, line 83,181 of the CLM feed
CLM Scored
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 | ·Chen | Chen | Changed |
| Date of birth | 1973-07-26 | 1973-07-26 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-59956-25 | UHC-59956-25 | Unchanged |
| SSN | •••-••-4505 | •••-••-4505 | Unchanged |
| Phone | 4574407425 | 4574407425 | Unchanged |
| null | — | Cleared | |
| Address | 5895 Desert Sky Boulevard | 5895 Desert Sky Blvd | Changed |
| City | ·Denver | Denver | Changed |
| State | CO | CO | Unchanged |
| ZIP | 80272 | 80272 | Unchanged |
| Group | GRP-4945 | GRP-4945 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- lauren|chen
- Address key
- 5895|desert sky|80272
- Canonical first
- lauren
Quality flags
4 raised during normalisation
- 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
- 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-59806 | 1.00 | Scored | — | Auto-linked |
| ENR-129267 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-129266 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-59807 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011622
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Chen, 1973-07-26, 4 records, Verified
Evidence
Matched against TPA-59806
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyabe2d190a32026-10-22 12:43:54, scoring_agentidentity id MBR-011622, confidence 1, method probabilistic, matched record TPA-59806, policy version 1
- Record linked automatically4721b067332026-10-19 19:54:38, scoring_agentidentity id MBR-011622, confidence 1, method probabilistic, matched record TPA-59806, policy version 1
- Record linked automatically4e49d476922026-10-19 19:52:09, scoring_agentidentity id MBR-011622, confidence 1, method probabilistic, matched record TPA-59806, policy version 1
- Record linked automatically70ef01af1c2026-10-19 19:45:42, scoring_agentidentity id MBR-011622, confidence 1, method probabilistic, matched record TPA-59806, policy version 1
- Record linked automatically33edf8fcd72026-10-19 19:32:31, scoring_agentidentity id MBR-011622, confidence 1, method probabilistic, matched record TPA-59806, policy version 1
- Record linked automaticallydf7bc3d74b2026-10-19 19:31:28, scoring_agentidentity id MBR-021814, confidence 1, method probabilistic, matched record CLM-422318, policy version 1