Record, CLM, bronze and silver
CLM-414948
Received 2026-05-24T03:10:58Z, line 93,364 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 | RANDY | Randy | Changed |
| Middle | — | — | Unchanged |
| Last name | SINNGH | Sinngh | Changed |
| Date of birth | 05/12/1988 | 1988-05-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-1705 | •••-••-1705 | Unchanged |
| Phone | 943-990-8407 | 9439908407 | Parsed |
| randy.singh@aol.com | randy.singh@aol.com | Unchanged | |
| Address | — | — | Unchanged |
| City | UNKNOWN·· | — | Cleared |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-5365 | GRP-5365 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.90
- Name key
- randy|sinngh
- Address key
- —
- Canonical first
- randy
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-119666 | 0.86 | Scored | — | Auto-linked |
| CLM-414949 | 0.81 | Scored | — | Sent to steward |
| ENR-119667 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029466
- Method
- Scored
- Confidence
- 0.86
- Rule
- weighted score, no rule
Golden record: Randy Singh, 1989-05-12, 4 records, Verified
Evidence
Matched against ENR-119666
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd21f62cd722026-10-22 12:43:54, scoring_agentidentity id MBR-029466, confidence 0.856, method probabilistic, matched record ENR-119666, policy version 1
- Record linked automatically94e47834992026-10-19 19:54:38, scoring_agentidentity id MBR-029466, confidence 0.856, method probabilistic, matched record ENR-119666, policy version 1
- Record linked automatically7284e5e5e12026-10-19 19:52:09, scoring_agentidentity id MBR-029466, confidence 0.856, method probabilistic, matched record ENR-119666, policy version 1
- Record linked automatically199abff6cc2026-10-19 19:45:42, scoring_agentidentity id MBR-029466, confidence 0.856, method probabilistic, matched record ENR-119666, policy version 1
- Record linked automatically6e00c85ad02026-10-19 19:32:31, scoring_agentidentity id MBR-029466, confidence 0.856, method probabilistic, matched record ENR-119666, policy version 1
- Record linked automatically0651f61ee92026-10-19 19:31:28, scoring_agentidentity id MBR-021434, confidence 1, method probabilistic, matched record ENR-119589, policy version 1