Record, CLM, bronze and silver
CLM-421099
Received 2026-10-14T22:24:30Z, line 98,195 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 | ryan | Ryan | Changed |
| Middle | — | — | Unchanged |
| Last name | li | Li | Changed |
| Date of birth | 1963-09-10 | 1963-09-10 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| ···· | — | Unchanged | |
| Address | 5648 Elm Street | 5648 Elm St | Changed |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93735 | 93735 | Unchanged |
| Group | GRP-6378 | GRP-6378 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- ryan|li
- Address key
- 5648|elm|93735
- Canonical first
- ryan
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 |
|---|---|---|---|---|
| ENR-127710 | 1.00 | Scored | — | Auto-linked |
| CLM-421100 | 1.00 | Scored | — | Auto-linked |
| TPA-59277 | 1.00 | Scored | — | Auto-linked |
| ENR-127709 | 1.00 | Scored | — | Auto-linked |
| CLM-421101 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022944
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ryan Li, 1963-09-10, 5 records, Verified
Evidence
Matched against ENR-127710
| 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 automaticallya483c8a18f2026-10-19 19:54:38, scoring_agentidentity id MBR-022944, confidence 1, method probabilistic, matched record ENR-127710, policy version 1
- Record linked automaticallya7817574782026-10-19 19:52:09, scoring_agentidentity id MBR-022944, confidence 1, method probabilistic, matched record ENR-127710, policy version 1
- Record linked automaticallyd7476cb1fd2026-10-19 19:45:42, scoring_agentidentity id MBR-022944, confidence 1, method probabilistic, matched record ENR-127710, policy version 1
- Record linked automaticallyd1e4c48a0b2026-10-19 19:32:31, scoring_agentidentity id MBR-022944, confidence 1, method probabilistic, matched record ENR-127710, policy version 1
- Record linked automatically71c8a276982026-10-19 19:31:28, scoring_agentidentity id MBR-002601, confidence 0.986, method probabilistic, matched record ENR-127673, policy version 1