Record, CLM, bronze and silver
CLM-428542
Received 2026-09-06T20:19:49Z, line 69,023 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 | John | John | Unchanged |
| Middle | O | O | Unchanged |
| Last name | Marshall·· | Marshall | Changed |
| Date of birth | 04/14/00 | 2000-04-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (377) 255-9193 | 3772559193 | Parsed |
| N/A | — | Cleared | |
| Address | 2707 Grand Avenue | 2707 Grand Ave | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89170 | 89170 | Unchanged |
| Group | GRP-1586 | GRP-1586 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- john|marshall
- Address key
- 2707|grand|89170
- Canonical first
- john
Quality flags
6 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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-137446 | 1.00 | Scored | — | Auto-linked |
| CLM-428541 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030287
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: John Marshall, 2000-04-14, 2 records, Verified
Evidence
Matched against ENR-137446
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallydad29251252026-10-22 12:43:54, scoring_agentidentity id MBR-030287, confidence 1, method probabilistic, matched record ENR-137446, policy version 1
- Record linked automatically7cc4cf70eb2026-10-19 19:54:38, scoring_agentidentity id MBR-030287, confidence 1, method probabilistic, matched record ENR-137446, policy version 1
- Record linked automaticallyabae588ba32026-10-19 19:52:09, scoring_agentidentity id MBR-030287, confidence 1, method probabilistic, matched record ENR-137446, policy version 1
- Record linked automatically929638892f2026-10-19 19:45:42, scoring_agentidentity id MBR-030287, confidence 1, method probabilistic, matched record ENR-137446, policy version 1
- Record linked automatically83c17bd5df2026-10-19 19:32:31, scoring_agentidentity id MBR-030287, confidence 1, method probabilistic, matched record ENR-137446, policy version 1
- Record linked automaticallyfedfdf5d142026-10-19 19:31:28, matching_agentidentity id MBR-004127, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137693