Record, CLM, bronze and silver
CLM-431726
Received 2026-08-31T13:02:16Z, line 54,393 of the CLM feed
CLMRule
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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Sims | Sims | Unchanged |
| Date of birth | 07/07/72 | 1972-07-07 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-36382-81 | UHC-36382-81 | Unchanged |
| SSN | •••-••-2550 | •••-••-2550 | Unchanged |
| Phone | — | — | Unchanged |
| ·UNKNOWN | — | Cleared | |
| Address | 7759 HARBOR BLVD | 7759 Harbor Blvd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75257 | 75257 | Unchanged |
| Group | ·GRP-4113 | GRP-4113 | Changed |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.54
- Name key
- ahmed|sims
- Address key
- 7759|harbor|75257
- Canonical first
- ahmed
Quality flags
5 raised during normalisation
- 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
- 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-141622 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141621 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431725 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020277
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ahmed Sims, 1972-07-07, 4 records, Verified
Evidence
Matched against ENR-141622
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3c24a4005a2026-10-19 19:54:38, matching_agentidentity id MBR-020277, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141622
- Record linked automatically143a95a7312026-10-19 19:52:09, matching_agentidentity id MBR-020277, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141622
- Record linked automatically225f3bf2222026-10-19 19:45:42, matching_agentidentity id MBR-020277, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141622
- Record linked automatically7ce415e7732026-10-19 19:32:31, matching_agentidentity id MBR-020277, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141622
- Record linked automatically675f9902662026-10-19 19:31:28, scoring_agentidentity id MBR-035112, confidence 0.925, method probabilistic, matched record CLM-431724, policy version 1