Record, CLM, bronze and silver
CLM-421584
Received 2026-05-01T14:01:40Z, line 89,384 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 | HELN | Heln | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIAMS | Williams | Changed |
| Date of birth | 1996-06-22 | 1996-06-22 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 6789 Canyon Road | 6789 Canyon Rd | Changed |
| City | Houston | Houston | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 77046 | 77046 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- heln|williams
- Address key
- 6789|canyon|77046
- Canonical first
- heln
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| PRV-26360 | 0.99 | Scored | — | Auto-linked |
| ENR-128245 | 0.99 | Scored | — | Auto-linked |
| CLM-421585 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028647
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Helen Williams, 1996-06-22, 4 records, Verified
Evidence
Matched against PRV-26360
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically6baa4522042026-10-19 19:54:38, scoring_agentidentity id MBR-028647, confidence 0.993, method probabilistic, matched record PRV-26360, policy version 1
- Record linked automaticallyb474c840e92026-10-19 19:52:09, scoring_agentidentity id MBR-028647, confidence 0.993, method probabilistic, matched record PRV-26360, policy version 1
- Record linked automatically6ea86a92282026-10-19 19:45:42, scoring_agentidentity id MBR-028647, confidence 0.993, method probabilistic, matched record PRV-26360, policy version 1
- Record linked automatically2c34e093bb2026-10-19 19:32:31, scoring_agentidentity id MBR-028647, confidence 0.993, method probabilistic, matched record PRV-26360, policy version 1
- Record linked automaticallyc2f2b3fe982026-10-19 19:31:28, matching_agentidentity id MBR-017662, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128368