Record, CLM, bronze and silver
CLM-429968
Received 2026-02-22T13:42:02Z, line 37,858 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 | arjun | Arjun | Changed |
| Middle | ·· | — | Unchanged |
| Last name | jackson | Jackson | Changed |
| Date of birth | ·19661016 | 1966-10-16 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0492 | •••-••-0492 | Parsed |
| Phone | 891.701.0579 | 8917010579 | Parsed |
| N/A | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-1900 | GRP-1900 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.90
- Name key
- arjun|jackson
- Address key
- —
- Canonical first
- arjun
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-139281 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015094
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Arjun Jackkson, 1966-10-16, 2 records, Verified
Evidence
Matched against ENR-139281
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically2c32c4c8612026-10-22 12:43:54, scoring_agentidentity id MBR-015094, confidence 0.994, method probabilistic, matched record ENR-139281, policy version 1
- Record linked automaticallyda5e1c9d452026-10-19 19:54:38, scoring_agentidentity id MBR-015094, confidence 0.994, method probabilistic, matched record ENR-139281, policy version 1
- Record linked automatically54215a9f512026-10-19 19:52:09, scoring_agentidentity id MBR-015094, confidence 0.994, method probabilistic, matched record ENR-139281, policy version 1
- Record linked automatically62f79f8c6a2026-10-19 19:45:42, scoring_agentidentity id MBR-015094, confidence 0.994, method probabilistic, matched record ENR-139281, policy version 1
- Record linked automatically43a4096ee52026-10-19 19:32:31, scoring_agentidentity id MBR-015094, confidence 0.994, method probabilistic, matched record ENR-139281, policy version 1
- Record linked automatically4203811d552026-10-19 19:31:28, matching_agentidentity id MBR-022510, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139544