Record, CLM, bronze and silver
CLM-404560
Received 2026-03-21T15:54:41Z, line 32,175 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 | David | David | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Daniels | Daniels | Changed |
| Date of birth | 25-05-2001 | 2001-05-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-45682-55 | UHC-45682-55 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| david.daniels@proton.me | david.daniels@proton.me | Unchanged | |
| Address | 9352 MAPLE AVE | 9352 Maple Ave | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77043-9070 | 77043 | Changed |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- david|daniels
- Address key
- 9352|maple|77043
- Canonical first
- david
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| CLM-404559 | 1.00 | Scored | — | Auto-linked |
| ENR-106019 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404561 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003333
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: David Daniels, 2001-05-25, 4 records, Verified
Evidence
Matched against CLM-404559
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically477d642bff2026-10-22 12:43:53, scoring_agentidentity id MBR-003333, confidence 1, method probabilistic, matched record CLM-404559, policy version 1
- Record linked automatically5b7ade8be72026-10-19 19:54:38, scoring_agentidentity id MBR-003333, confidence 1, method probabilistic, matched record CLM-404559, policy version 1
- Record linked automatically91c59316422026-10-19 19:52:08, scoring_agentidentity id MBR-003333, confidence 1, method probabilistic, matched record CLM-404559, policy version 1
- Record linked automatically97cfa58a8d2026-10-19 19:45:41, scoring_agentidentity id MBR-003333, confidence 1, method probabilistic, matched record CLM-404559, policy version 1
- Record linked automatically5150c1a2db2026-10-19 19:32:31, scoring_agentidentity id MBR-003333, confidence 1, method probabilistic, matched record CLM-404559, policy version 1
- Record linked automatically73f1849ad62026-10-19 19:31:28, matching_agentidentity id MBR-027355, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404561