Record, CLM, bronze and silver
CLM-419890
Received 2026-01-13T16:19:57Z, line 3,000 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 | elijah | Elijah | Changed |
| Middle | O. | O | Changed |
| Last name | adams | Adams | Changed |
| Date of birth | 1968-01-13 | 1968-01-13 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-6532 | •••-••-6532 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 4148 Highland Avenue | 4148 Highland Ave | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | ·80274 | 80274 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- elijah|adams
- Address key
- 4148|highland|80274
- Canonical first
- elijah
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-58771 | 1.00 | Scored | — | Auto-linked |
| CLM-419891 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-126209 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004023
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Elijah Adams, 1968-01-13, 4 records, Verified
Evidence
Matched against TPA-58771
| 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 automaticallycaab761a6c2026-10-19 19:54:38, scoring_agentidentity id MBR-004023, confidence 1, method probabilistic, matched record TPA-58771, policy version 1
- Record linked automaticallyd3d1b299652026-10-19 19:52:08, scoring_agentidentity id MBR-004023, confidence 1, method probabilistic, matched record TPA-58771, policy version 1
- Record linked automaticallyb1ff20b1fb2026-10-19 19:45:42, scoring_agentidentity id MBR-004023, confidence 1, method probabilistic, matched record TPA-58771, policy version 1
- Record linked automatically6e4d396b532026-10-19 19:32:31, scoring_agentidentity id MBR-004023, confidence 1, method probabilistic, matched record TPA-58771, policy version 1
- Record linked automatically90afc6d8242026-10-19 19:31:28, matching_agentidentity id MBR-034580, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126115