Record, CLM, bronze and silver
CLM-406418
Received 2026-07-30T12:19:04Z, line 68,052 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 | HEATHER | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | SINGH | Singh | Changed |
| Date of birth | 1948-01-09 | 1948-01-09 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-3106 | •••-••-3106 | Unchanged |
| Phone | null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 6811 Elm St | 6811 Elm St | Unchanged |
| City | Plano | Plano | Unchanged |
| State | tx·· | TX | Changed |
| ZIP | 75098-3603 | 75098 | Changed |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- heather|singh
- Address key
- 6811|elm|75098
- Canonical first
- heather
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- State code upper-casedTwo-letter state code upper-cased
- 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-406416 | 1.00 | Scored | — | Auto-linked |
| TPA-52818 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-406417 | 0.89 | Scored | — | Auto-linked |
| ENR-108421 | 0.86 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022902
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Singh, 1948-01-09, 5 records, Verified
Evidence
Matched against CLM-406416
| 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 automatically4b92dcebda2026-10-22 12:43:54, scoring_agentidentity id MBR-022902, confidence 1, method probabilistic, matched record CLM-406416, policy version 1
- Record linked automatically8084a325962026-10-19 19:54:38, scoring_agentidentity id MBR-022902, confidence 1, method probabilistic, matched record CLM-406416, policy version 1
- Record linked automaticallyc74d78867b2026-10-19 19:52:09, scoring_agentidentity id MBR-022902, confidence 1, method probabilistic, matched record CLM-406416, policy version 1
- Record linked automatically7131a614b42026-10-19 19:45:42, scoring_agentidentity id MBR-022902, confidence 1, method probabilistic, matched record CLM-406416, policy version 1
- Record linked automatically7ce31d5c872026-10-19 19:32:31, scoring_agentidentity id MBR-022902, confidence 1, method probabilistic, matched record CLM-406416, policy version 1
- Record linked automaticallyee5795dee72026-10-19 19:31:28, matching_agentidentity id MBR-031283, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108420