Record, CLM, bronze and silver
CLM-412196
Received 2026-06-09T03:29:05Z, line 10,962 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 | EDWARD | Edward | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS·· | Nichols | Changed |
| Date of birth | 04/26/97 | 1997-04-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-26667-44 | UHC-26667-44 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 9239142340 | 9239142340 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 4601 Ridge Road | 4601 Ridge Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·75216 | 75216 | Changed |
| Group | GRP-5696 | GRP-5696 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- edward|nichols
- Address key
- 4601|ridge|75216
- Canonical first
- edward
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-55374 | 1.00 | Scored | — | Auto-linked |
| CLM-412197 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-116068 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022172
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Edward Nichols, 1997-04-26, 4 records, Verified
Evidence
Matched against TPA-55374
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3abdc179082026-10-22 12:43:54, scoring_agentidentity id MBR-022172, confidence 1, method probabilistic, matched record TPA-55374, policy version 1
- Record linked automaticallyaf3fd9506d2026-10-19 19:54:38, scoring_agentidentity id MBR-022172, confidence 1, method probabilistic, matched record TPA-55374, policy version 1
- Record linked automaticallye676022dae2026-10-19 19:52:09, scoring_agentidentity id MBR-022172, confidence 1, method probabilistic, matched record TPA-55374, policy version 1
- Record linked automatically219e3da1c12026-10-19 19:45:42, scoring_agentidentity id MBR-022172, confidence 1, method probabilistic, matched record TPA-55374, policy version 1
- Record linked automatically137b37a2af2026-10-19 19:32:31, scoring_agentidentity id MBR-022172, confidence 1, method probabilistic, matched record TPA-55374, policy version 1
- Record linked automatically9cc90ea33b2026-10-19 19:31:28, matching_agentidentity id MBR-017147, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23593