Record, CLM, bronze and silver
CLM-403536
Received 2026-07-31T22:05:54Z, line 68,226 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 | JOYCE | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | WANG | Wang | Changed |
| Date of birth | 08/14/1980 | 1980-08-14 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-9225 | •••-••-9225 | Unchanged |
| Phone | 329-663-5105 | 3296635105 | Parsed |
| N/A | — | Cleared | |
| Address | 2091 Pine Dr | 2091 Pine Dr | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85787 | 85787 | Unchanged |
| Group | GRP-6522 | GRP-6522 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- joyce|wang
- Address key
- 2091|pine|85787
- Canonical first
- joyce
Quality flags
5 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-51541 | 1.00 | Scored | — | Auto-linked |
| ENR-104612 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-104613 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017528
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Wang, 1980-08-14, 4 records, Verified
Evidence
Matched against TPA-51541
| 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 automaticallyd9b5a367652026-10-19 19:54:38, scoring_agentidentity id MBR-017528, confidence 1, method probabilistic, matched record TPA-51541, policy version 1
- Record linked automaticallyd295da00bf2026-10-19 19:52:09, scoring_agentidentity id MBR-017528, confidence 1, method probabilistic, matched record TPA-51541, policy version 1
- Record linked automatically557c2114232026-10-19 19:45:42, scoring_agentidentity id MBR-017528, confidence 1, method probabilistic, matched record TPA-51541, policy version 1
- Record linked automaticallybbfd7b92592026-10-19 19:32:31, scoring_agentidentity id MBR-017528, confidence 1, method probabilistic, matched record TPA-51541, policy version 1
- Record linked automaticallyb1719088582026-10-19 19:31:28, scoring_agentidentity id MBR-016339, confidence 1, method probabilistic, matched record CLM-403535, policy version 1