Record, CLM, bronze and silver
CLM-421567
Received 2026-07-15T20:59:41Z, line 52,173 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 | Julie·· | Julie | Changed |
| Middle | — | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 1975-08-19 | 1975-08-19 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 825.794.4127 | 8257944127 | Parsed |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | - | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-4075 | GRP-4075 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.94
- Name key
- julie|singh
- Address key
- —
- Canonical first
- julie
Quality flags
3 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| ENR-128222 | 1.00 | Scored | — | Auto-linked |
| CLM-421564 | 1.00 | Scored | — | Auto-linked |
| CLM-421566 | 1.00 | Scored | — | Auto-linked |
| CLM-421565 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024136
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julie Singh, 1975-08-19, 5 records, Verified
Evidence
Matched against CLM-421564
| 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 automaticallyca6727087f2026-10-22 12:43:54, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421564, policy version 1
- Record linked automatically92f301db3e2026-10-19 19:54:38, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421564, policy version 1
- Record linked automatically8bd0d441902026-10-19 19:52:09, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421564, policy version 1
- Record linked automatically112e5527002026-10-19 19:45:42, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421564, policy version 1
- Record linked automatically3a31e3581e2026-10-19 19:32:31, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421564, policy version 1
- Record linked automaticallyede4b61b6e2026-10-19 19:31:28, matching_agentidentity id MBR-030977, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421568