Record, CLM, bronze and silver
CLM-430182
Received 2026-01-22T15:44:17Z, line 87,879 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 | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Howell | Howell | Unchanged |
| Date of birth | 1992-02-06 | 1992-02-06 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | •••-••-2731 | •••-••-2731 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL·· | — | Cleared | |
| Address | 200 Camelback Road | 200 Camelback Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75201 | 75201 | Unchanged |
| Group | GRP-5321 | GRP-5321 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- keith|howell
- Address key
- 200|camelback|75201
- Canonical first
- keith
Quality flags
4 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-63323 | 1.00 | Scored | — | Auto-linked |
| ENR-139583 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006729
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Keith Howell, 1992-02-06, 3 records, Verified
Evidence
Matched against TPA-63323
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfc3887a3922026-10-22 12:43:53, scoring_agentidentity id MBR-006729, confidence 1, method probabilistic, matched record TPA-63323, policy version 1
- Record linked automatically09754372112026-10-19 19:54:38, scoring_agentidentity id MBR-006729, confidence 1, method probabilistic, matched record TPA-63323, policy version 1
- Record linked automatically8754d277742026-10-19 19:52:09, scoring_agentidentity id MBR-006729, confidence 1, method probabilistic, matched record TPA-63323, policy version 1
- Record linked automatically1d34e7d5662026-10-19 19:45:42, scoring_agentidentity id MBR-006729, confidence 1, method probabilistic, matched record TPA-63323, policy version 1
- Record linked automatically979a0ff5c02026-10-19 19:32:31, scoring_agentidentity id MBR-006729, confidence 1, method probabilistic, matched record TPA-63323, policy version 1
- Record linked automatically190dd422f42026-10-19 19:31:28, matching_agentidentity id MBR-038209, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139796