Record, CLM, bronze and silver
CLM-405643
Received 2026-08-04T04:05:44Z, line 28,764 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 | Grace | Grace | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 17-08-1980 | 1980-08-17 | Parsed |
| Gender | UNKNOWN·· | — | Cleared |
| Member ID | UHC-75793-12 | UHC-75793-12 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 5928829805 | 5928829805 | Unchanged |
| grace.singh17@outlook.com | grace.singh17@outlook.com | Unchanged | |
| Address | NULL | — | Cleared |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-4191 | GRP-4191 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.96
- Name key
- grace|singh
- Address key
- —
- Canonical first
- grace
Quality flags
2 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-52488 | 1.00 | Scored | — | Auto-linked |
| ENR-107417 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017473
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Grace Singh, 1980-08-17, 3 records, Verified
Evidence
Matched against TPA-52488
| 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 automatically8a1d87b1302026-10-22 12:43:54, scoring_agentidentity id MBR-017473, confidence 1, method probabilistic, matched record TPA-52488, policy version 1
- Record linked automatically7cde94ebdc2026-10-19 19:54:38, scoring_agentidentity id MBR-017473, confidence 1, method probabilistic, matched record TPA-52488, policy version 1
- Record linked automatically191a3e92352026-10-19 19:52:09, scoring_agentidentity id MBR-017473, confidence 1, method probabilistic, matched record TPA-52488, policy version 1
- Record linked automatically7f54d197102026-10-19 19:45:42, scoring_agentidentity id MBR-017473, confidence 1, method probabilistic, matched record TPA-52488, policy version 1
- Record linked automatically3ed8f0c7372026-10-19 19:32:31, scoring_agentidentity id MBR-017473, confidence 1, method probabilistic, matched record TPA-52488, policy version 1
- Record linked automatically6c80dae9ef2026-10-19 19:31:28, matching_agentidentity id MBR-002619, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107397