Record, CLM, bronze and silver
CLM-424754
Received 2026-02-05T15:46:58Z, line 14,456 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 | Singh, Scott | Scott | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Singh | Changed |
| Date of birth | 10/16/2006 | 2006-10-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 779.204.5030 | 7792045030 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | null | — | Cleared |
| ZIP | NULL·· | — | Cleared |
| Group | GRP-1157 | GRP-1157 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- scott|singh
- Address key
- —
- Canonical first
- scott
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-132322 | 1.00 | Scored | — | Auto-linked |
| ENR-132323 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010664
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Scott Singh, 2006-10-16, 3 records, Verified
Evidence
Matched against ENR-132322
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallydfb81fdace2026-10-19 19:54:38, scoring_agentidentity id MBR-010664, confidence 1, method probabilistic, matched record ENR-132322, policy version 1
- Record linked automatically2524b7d6d52026-10-19 19:52:09, scoring_agentidentity id MBR-010664, confidence 1, method probabilistic, matched record ENR-132322, policy version 1
- Record linked automatically0db8e5670a2026-10-19 19:45:42, scoring_agentidentity id MBR-010664, confidence 1, method probabilistic, matched record ENR-132322, policy version 1
- Record linked automatically8e35cdf1082026-10-19 19:32:31, scoring_agentidentity id MBR-010664, confidence 1, method probabilistic, matched record ENR-132322, policy version 1
- Record linked automatically55c19bd8b52026-10-19 19:31:28, scoring_agentidentity id MBR-004390, confidence 0.925, method probabilistic, matched record CLM-424753, policy version 1