Record, CLM, bronze and silver
CLM-420796
Received 2026-07-23T23:16:23Z, line 61,320 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 | AARON | Aaron | Changed |
| Middle | — | — | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | 9/19/1942 | 1942-09-19 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 7423 Park Pl Apt 12 | 7423 Park Pl Apt 12 | Unchanged |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-1173 | GRP-1173 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- aaron|pierce
- Address key
- 7423|park|houston
- Canonical first
- aaron
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)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-420795 | 0.93 | Scored | — | Auto-linked |
| TPA-59122 | 0.93 | Scored | — | Auto-linked |
| ENR-127339 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006931
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Aaron Pierce, 1942-09-19, 4 records, Verified
Evidence
Matched against TPA-59122
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallycdef4870512026-10-19 19:54:38, scoring_agentidentity id MBR-006931, confidence 0.925, method probabilistic, matched record TPA-59122, policy version 1
- Record linked automatically56551906852026-10-19 19:52:09, scoring_agentidentity id MBR-006931, confidence 0.925, method probabilistic, matched record TPA-59122, policy version 1
- Record linked automaticallycded16af9c2026-10-19 19:45:42, scoring_agentidentity id MBR-006931, confidence 0.925, method probabilistic, matched record TPA-59122, policy version 1
- Record linked automatically938d94b7c22026-10-19 19:32:31, scoring_agentidentity id MBR-006931, confidence 0.925, method probabilistic, matched record TPA-59122, policy version 1
- Record linked automatically6360ccadef2026-10-19 19:31:28, matching_agentidentity id MBR-013304, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420795