Record, CLM, bronze and silver
CLM-413405
Received 2026-06-30T18:38:17Z, line 19,777 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 | LORI | Lori | Changed |
| Middle | — | — | Unchanged |
| Last name | SINGH | Singh | Changed |
| Date of birth | 1973-06-04·· | 1973-06-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 572-689-7822 | 5726897822 | Parsed |
| — | — | Unchanged | |
| Address | 2288 Canyon Rd | 2288 Canyon Rd | Unchanged |
| City | DENVER | Denver | Changed |
| State | CO | CO | Unchanged |
| ZIP | 80250 | 80250 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.90
- Name key
- lori|singh
- Address key
- 2288|canyon|80250
- Canonical first
- lori
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- 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-55896 | 1.00 | Scored | — | Auto-linked |
| ENR-117586 | 1.00 | Scored | — | Auto-linked |
| CLM-413404 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017622
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lori Singh, 1973-06-04, 4 records, Verified
Evidence
Matched against CLM-413404
| 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 automatically23526bddb82026-10-19 19:54:38, scoring_agentidentity id MBR-017622, confidence 1, method probabilistic, matched record CLM-413404, policy version 1
- Record linked automatically60fc59f87b2026-10-19 19:52:09, scoring_agentidentity id MBR-017622, confidence 1, method probabilistic, matched record CLM-413404, policy version 1
- Record linked automatically5ceb9391c72026-10-19 19:45:42, scoring_agentidentity id MBR-017622, confidence 1, method probabilistic, matched record CLM-413404, policy version 1
- Record linked automaticallyea0a97dcd02026-10-19 19:32:31, scoring_agentidentity id MBR-017622, confidence 1, method probabilistic, matched record CLM-413404, policy version 1
- Record linked automatically4663ea54a62026-10-19 19:31:28, matching_agentidentity id MBR-006199, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413404