Record, CLM, bronze and silver
CLM-422278
Received 2026-09-04T10:46:24Z, line 62,107 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 | Palmer, Judith | Judith | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Palmer | Changed |
| Date of birth | 2/2/1997 | 1997-02-02 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-25874-35 | UHC-25874-35 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 589.272.2807 | 5892722807 | Parsed |
| N/A | — | Cleared | |
| Address | 4983 PINE DRIVE | 4983 Pine Dr | Changed |
| City | Orlando | Orlando | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | 32891 | 32891 | Unchanged |
| Group | GRP-7687 | GRP-7687 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.62
- Name key
- judith|palmer
- Address key
- 4983|pine|32891
- Canonical first
- judith
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-59787 | 1.00 | Scored | — | Auto-linked |
| TPA-59788 | 1.00 | Scored | — | Auto-linked |
| CLM-422279 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-040468
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Palmer, 1997-02-02, 4 records, Verified
Evidence
Matched against TPA-59788
| 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
6 hash-chained entries for this record
- Record linked automatically3224725d502026-10-22 12:43:55, scoring_agentidentity id MBR-040468, confidence 1, method probabilistic, matched record TPA-59788, policy version 1
- Record linked automaticallyb4becbfe6b2026-10-19 19:54:39, scoring_agentidentity id MBR-040468, confidence 1, method probabilistic, matched record TPA-59788, policy version 1
- Record linked automatically4a80989a022026-10-19 19:52:09, scoring_agentidentity id MBR-040468, confidence 1, method probabilistic, matched record TPA-59788, policy version 1
- Record linked automaticallyc35b1e7afd2026-10-19 19:45:42, scoring_agentidentity id MBR-040468, confidence 1, method probabilistic, matched record TPA-59788, policy version 1
- Record linked automatically861a4406c32026-10-19 19:32:31, scoring_agentidentity id MBR-040468, confidence 1, method probabilistic, matched record TPA-59788, policy version 1
- Record linked automaticallyb8dcbb30ca2026-10-19 19:31:28, matching_agentidentity id MBR-002966, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-129285