Record, CLM, bronze and silver
CLM-404084
Received 2026-07-15T15:03:27Z , line 23,351 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 | JACQUELINE | Jacqueline | Changed |
| Middle | — | — | Unchanged |
| Last name | BLACK | Black | Changed |
| Date of birth | — | — | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-52048-14 | UHC-52048-14 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 7868549331 | 7868549331 | Unchanged |
| NULL | — | Cleared | |
| Address | 3673 Apache Boulevard | 3673 Apache Blvd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85721 | 85721 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.66
- Name key
- jacqueline|black
- Address key
- 3673|apache|85721
- Canonical first
- jacqueline
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth missingDate of birth absent or a null token; left empty
- 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
- 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-51769 | 0.98 | Scored | — | Auto-linked |
| CLM-404083 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-105334 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-404085 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021068
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Jacqueline Black, 1989-08-17, 4 records, Verified
Evidence
Matched against TPA-51769
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6c474285a32026-10-19 19:54:38, scoring_agentidentity id MBR-021068, confidence 0.977, method probabilistic, matched record TPA-51769, policy version 1
- Record linked automatically8aeb0e36d72026-10-19 19:52:09, scoring_agentidentity id MBR-021068, confidence 0.977, method probabilistic, matched record TPA-51769, policy version 1
- Record linked automaticallycb4ca7cace2026-10-19 19:45:42, scoring_agentidentity id MBR-021068, confidence 0.977, method probabilistic, matched record TPA-51769, policy version 1
- Record linked automatically95367b23172026-10-19 19:32:31, scoring_agentidentity id MBR-021068, confidence 0.977, method probabilistic, matched record TPA-51769, policy version 1
- Record linked automatically3d431e49a22026-10-19 19:31:28, matching_agentidentity id MBR-027947, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105304