Record, CLM, bronze and silver
CLM-420795
Received 2026-09-16T12:55:38Z, line 33,545 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 | Unchanged |
| Middle | Y. | Y | Changed |
| Last name | Pierce | Pierce | Unchanged |
| Date of birth | Sep 19, 1942 | 1942-09-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 348-285-2030 | 3482852030 | Parsed |
| NULL | — | Cleared | |
| Address | 7423 PARK PLACE | 7423 Park Pl | Changed |
| City | HOUSTON | Houston | Changed |
| State | Texas | TX | Changed |
| ZIP | 77063 | 77063 | Unchanged |
| Group | GRP-1173 | GRP-1173 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- aaron|pierce
- Address key
- 7423|park|77063
- Canonical first
- aaron
Quality flags
7 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
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-59122 | 1.00 | Scored | — | Auto-linked |
| ENR-127339 | 1.00 | Scored | — | Auto-linked |
| CLM-420796 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006931
- Method
- Scored
- Confidence
- 1.00
- 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 | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically57f3dfb1912026-10-19 19:54:38, scoring_agentidentity id MBR-006931, confidence 1, method probabilistic, matched record TPA-59122, policy version 1
- Record linked automaticallybfb49195e12026-10-19 19:52:09, scoring_agentidentity id MBR-006931, confidence 1, method probabilistic, matched record TPA-59122, policy version 1
- Record linked automatically331572160d2026-10-19 19:45:42, scoring_agentidentity id MBR-006931, confidence 1, method probabilistic, matched record TPA-59122, policy version 1
- Record linked automatically194ff4e2c32026-10-19 19:32:31, scoring_agentidentity id MBR-006931, confidence 1, method probabilistic, matched record TPA-59122, policy version 1
- Record linked automatically16486bf3922026-10-19 19:31:28, matching_agentidentity id MBR-013304, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420796