Record, CLM, bronze and silver
CLM-408354
Received 2026-01-23T20:00:31Z, line 66,500 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Spencer | Spencer | Unchanged |
| Date of birth | 6/20/1994 | 1994-06-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3804 | •••-••-3804 | Parsed |
| Phone | 4925245904 | 4925245904 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 317 PARK PL | 317 Park Pl | Changed |
| City | Mesa | Mesa | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85244 | 85244 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.64
- Name key
- ahmed|spencer
- Address key
- 317|park|85244
- Canonical first
- ahmed
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| TPA-53667 | 1.00 | Scored | — | Auto-linked |
| PRV-22466 | 1.00 | Scored | — | Auto-linked |
| PRV-22465 | 1.00 | Scored | — | Auto-linked |
| ENR-111020 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007047
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ahmed Spencer, 1994-06-20, 5 records, Verified
Evidence
Matched against TPA-53667
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically6277256f7c2026-10-19 19:54:38, scoring_agentidentity id MBR-007047, confidence 1, method probabilistic, matched record TPA-53667, policy version 1
- Record linked automatically587c8b6a6b2026-10-19 19:52:09, scoring_agentidentity id MBR-007047, confidence 1, method probabilistic, matched record TPA-53667, policy version 1
- Record linked automatically4b368e8dac2026-10-19 19:45:42, scoring_agentidentity id MBR-007047, confidence 1, method probabilistic, matched record TPA-53667, policy version 1
- Record linked automaticallyc37e4db5cd2026-10-19 19:32:31, scoring_agentidentity id MBR-007047, confidence 1, method probabilistic, matched record TPA-53667, policy version 1