Record, CLM, bronze and silver
CLM-414538
Received 2026-04-14T21:04:57Z, line 17,340 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Tran | Tran | Unchanged |
| Date of birth | 24-04-1939 | 1939-04-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC4503013 | UHC-45030-13 | Parsed |
| SSN | — | — | Unchanged |
| Phone | (544) 629-0568 | 5446290568 | Parsed |
| NULL | — | Cleared | |
| Address | 3124 Grand Ave Apt 20 | 3124 Grand Ave Apt 20 | Unchanged |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33162 | 33162 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- joyce|tran
- Address key
- 3124|grand|33162
- Canonical first
- joyce
Quality flags
5 raised during normalisation
- 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-56415 | 1.00 | Scored | — | Auto-linked |
| PRV-24263 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-119137 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414537 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022891
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Tran, 1939-04-24, 4 records, Verified
Evidence
Matched against TPA-56415
| 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 automatically98a00dab922026-10-19 19:54:38, scoring_agentidentity id MBR-022891, confidence 1, method probabilistic, matched record TPA-56415, policy version 1
- Record linked automatically598075a3102026-10-19 19:52:09, scoring_agentidentity id MBR-022891, confidence 1, method probabilistic, matched record TPA-56415, policy version 1
- Record linked automaticallye0e482abfe2026-10-19 19:45:42, scoring_agentidentity id MBR-022891, confidence 1, method probabilistic, matched record TPA-56415, policy version 1
- Record linked automaticallydade7273612026-10-19 19:32:31, scoring_agentidentity id MBR-022891, confidence 1, method probabilistic, matched record TPA-56415, policy version 1
- Record linked automatically674ba2a9112026-10-19 19:31:28, matching_agentidentity id MBR-019178, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119066