Record, CLM, bronze and silver
CLM-418987
Received 2026-04-14T08:07:17Z, line 93,908 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 | AHMED | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | SANDERS | Sanders | Changed |
| Date of birth | 10/26/60 | 1960-10-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 4209977132 | 4209977132 | Unchanged |
| - | — | Cleared | |
| Address | 2821 Sunset Boulevard | 2821 Sunset Blvd | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA·· | CA | Changed |
| ZIP | 95877 | 95877 | Unchanged |
| Group | GRP-0541 | GRP-0541 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- ahmed|sanders
- Address key
- 2821|sunset|95877
- Canonical first
- ahmed
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| CLM-418986 | 1.00 | Scored | — | Auto-linked |
| PRV-25655 | 1.00 | Scored | — | Auto-linked |
| ENR-125012 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017329
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ahmed Sanders, 1960-10-26, 4 records, Verified
Evidence
Matched against PRV-25655
| 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
5 hash-chained entries for this record
- Record linked automatically9868f62a322026-10-19 19:54:38, scoring_agentidentity id MBR-017329, confidence 1, method probabilistic, matched record PRV-25655, policy version 1
- Record linked automatically7f20b69dce2026-10-19 19:52:09, scoring_agentidentity id MBR-017329, confidence 1, method probabilistic, matched record PRV-25655, policy version 1
- Record linked automatically93c5be39ee2026-10-19 19:45:42, scoring_agentidentity id MBR-017329, confidence 1, method probabilistic, matched record PRV-25655, policy version 1
- Record linked automatically75d60c68d02026-10-19 19:32:31, scoring_agentidentity id MBR-017329, confidence 1, method probabilistic, matched record PRV-25655, policy version 1
- Record linked automatically076ee593562026-10-19 19:31:28, matching_agentidentity id MBR-007722, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124830