Record, CLM, bronze and silver
CLM-416358
Received 2026-10-13T00:22:30Z, line 84,928 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 | WILLIAM | William | Changed |
| Middle | — | — | Unchanged |
| Last name | ·CARPENTER | Carpenter | Changed |
| Date of birth | 11-02-1954 | 1954-02-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 979-695-0747 | 9796950747 | Parsed |
| — | — | Unchanged | |
| Address | 2934 Apache Boulevard | 2934 Apache Blvd | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80274·· | 80274 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.74
- Name key
- william|carpenter
- Address key
- 2934|apache|80274
- Canonical first
- william
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-57177 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002900
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: William Carpenter, 1954-02-11, 2 records, Verified
Evidence
Matched against TPA-57177
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically198c008e6e2026-10-19 19:54:38, scoring_agentidentity id MBR-002900, confidence 0.925, method probabilistic, matched record TPA-57177, policy version 1
- Record linked automatically74d459013c2026-10-19 19:52:08, scoring_agentidentity id MBR-002900, confidence 0.925, method probabilistic, matched record TPA-57177, policy version 1
- Record linked automatically418e6b1a842026-10-19 19:45:41, scoring_agentidentity id MBR-002900, confidence 0.925, method probabilistic, matched record TPA-57177, policy version 1
- Record linked automatically8f04d9219e2026-10-19 19:32:31, scoring_agentidentity id MBR-002900, confidence 0.925, method probabilistic, matched record TPA-57177, policy version 1
- Record linked automaticallycc77e971e62026-10-19 19:31:28, matching_agentidentity id MBR-006129, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121424