Record, CLM, bronze and silver
CLM-422561
Received 2026-07-13T18:40:25Z, line 23,183 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 | keith | Keith | Changed |
| Middle | — | — | Unchanged |
| Last name | foster | Foster | Changed |
| Date of birth | 01/10/73·· | 1973-01-10 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | uhc-88227-23 | UHC-88227-23 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 846-697-1232 | 8466971232 | Parsed |
| — | — | Unchanged | |
| Address | 3575 OAK STREET | 3575 Oak St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85043 | 85043 | Unchanged |
| Group | GRP-3388 | GRP-3388 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.48
- Name key
- keith|foster
- Address key
- 3575|oak|85043
- Canonical first
- keith
Quality flags
8 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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-59911 | 1.00 | Scored | — | Auto-linked |
| ENR-129559 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-59912 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000675
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Keith Foster, 1973-01-10, 3 records, Verified
Evidence
Matched against TPA-59911
| 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 automatically572ddec1912026-10-19 19:54:38, scoring_agentidentity id MBR-000675, confidence 1, method probabilistic, matched record TPA-59911, policy version 1
- Record linked automatically11eedb96a92026-10-19 19:52:08, scoring_agentidentity id MBR-000675, confidence 1, method probabilistic, matched record TPA-59911, policy version 1
- Record linked automatically8ed836eaac2026-10-19 19:45:41, scoring_agentidentity id MBR-000675, confidence 1, method probabilistic, matched record TPA-59911, policy version 1
- Record linked automatically719a02f0612026-10-19 19:32:31, scoring_agentidentity id MBR-000675, confidence 1, method probabilistic, matched record TPA-59911, policy version 1
- Record linked automatically7c22334f932026-10-19 19:31:28, scoring_agentidentity id MBR-027373, confidence 1, method probabilistic, matched record TPA-59924, policy version 1