Record, CLM, bronze and silver
CLM-421100
Received 2026-07-17T05:41:55Z, line 54,712 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 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 239-354-9599 | 2393549599 | Parsed |
| N/A | — | Cleared | |
| Address | 5648 ELM STREET #719·· | 5648 Elm St # 719 | Changed |
| City | ·Fresno | Fresno | Changed |
| State | CA·· | CA | Changed |
| ZIP | 93735 | 93735 | Unchanged |
| Group | GRP-6378 | GRP-6378 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- ryan|li
- Address key
- 5648|elm|93735
- Canonical first
- ryan
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-59277 | 1.00 | Scored | — | Auto-linked |
| ENR-127709 | 1.00 | Scored | — | Auto-linked |
| CLM-421099 | 1.00 | Scored | — | Auto-linked |
| ENR-127710 | 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 |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybcdc7a6d282026-10-19 19:54:38, scoring_agentidentity id MBR-022944, confidence 1, method probabilistic, matched record ENR-127710, policy version 1
- Record linked automaticallyd5fca59a0a2026-10-19 19:52:09, scoring_agentidentity id MBR-022944, confidence 1, method probabilistic, matched record ENR-127710, policy version 1
- Record linked automaticallya6bba6aaf42026-10-19 19:45:42, scoring_agentidentity id MBR-022944, confidence 1, method probabilistic, matched record ENR-127710, policy version 1
- Record linked automatically583f61f6772026-10-19 19:32:31, scoring_agentidentity id MBR-022944, confidence 1, method probabilistic, matched record ENR-127710, policy version 1
- Record linked automaticallye7c268aa512026-10-19 19:31:28, scoring_agentidentity id MBR-035563, confidence 1, method probabilistic, matched record ENR-127677, policy version 1