Record, CLM, bronze and silver
CLM-423385
Received 2026-08-21T04:07:50Z, line 22,840 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 | BARBARA | Barbara | Changed |
| Middle | O | O | Unchanged |
| Last name | PATEL | Patel | Changed |
| Date of birth | ·1957-02-05 | 1957-02-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 2108121415 | 2108121415 | Unchanged |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-1756 | GRP-1756 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- barbara|patel
- Address key
- —
- Canonical first
- barbara
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| PRV-26897 | 1.00 | Scored | — | Auto-linked |
| CLM-423384 | 0.83 | Scored | — | Sent to steward |
| ENR-130581 | 0.80 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012928
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Patel, 1957-02-05, 4 records, Verified
Evidence
Matched against PRV-26897
| 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 automatically507cad93422026-10-22 12:43:54, scoring_agentidentity id MBR-012928, confidence 1, method probabilistic, matched record PRV-26897, policy version 1
- Record linked automatically723f1cc1ae2026-10-19 19:54:38, scoring_agentidentity id MBR-012928, confidence 1, method probabilistic, matched record PRV-26897, policy version 1
- Record linked automatically4cb15a06ed2026-10-19 19:52:09, scoring_agentidentity id MBR-012928, confidence 1, method probabilistic, matched record PRV-26897, policy version 1
- Record linked automatically683e5bd3822026-10-19 19:45:42, scoring_agentidentity id MBR-012928, confidence 1, method probabilistic, matched record PRV-26897, policy version 1
- Record linked automaticallyb5f1c1a1142026-10-19 19:32:31, scoring_agentidentity id MBR-012928, confidence 1, method probabilistic, matched record PRV-26897, policy version 1
- Record linked automaticallyefe507ab012026-10-19 19:31:28, matching_agentidentity id MBR-014060, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-130810