Record, CLM , bronze and silver
CLM-410359
Received 2026-06-04T00:13:58Z, line 60,710 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Riley, Ahmed | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Riley | Changed |
| Date of birth | 2007-03-13 | 2007-03-13 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC0848183 | UHC-08481-83 | Parsed |
| SSN | •••-••-5942 | •••-••-5942 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5024 HILLCREST RD | 5024 Hillcrest Rd | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32283 | 32283 | Unchanged |
| Group | GRP-6391 | GRP-6391 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.54
- Name key
- ahmed|riley
- Address key
- 5024|hillcrest|32283
- Canonical first
- ahmed
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-54527 | 1.00 | Scored | — | Auto-linked |
| CLM-410358 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-113628 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54528 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-410360 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005205
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ahmed Riley, 2007-03-13, 6 records, Verified
Evidence
Matched against TPA-54527
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically06062d404c2026-10-19 19:54:38, scoring_agentidentity id MBR-005205, confidence 1, method probabilistic, matched record TPA-54527, policy version 1
- Record linked automatically7d684b50282026-10-19 19:52:08, scoring_agentidentity id MBR-005205, confidence 1, method probabilistic, matched record TPA-54527, policy version 1
- Record linked automatically2b04adffb82026-10-19 19:45:42, scoring_agentidentity id MBR-005205, confidence 1, method probabilistic, matched record TPA-54527, policy version 1
- Record linked automatically6a6bb11d152026-10-19 19:32:31, scoring_agentidentity id MBR-005205, confidence 1, method probabilistic, matched record TPA-54527, policy version 1
- Record linked automaticallye5226a12f62026-10-19 19:31:28, scoring_agentidentity id MBR-005623, confidence 1, method probabilistic, matched record ENR-113671, policy version 1