Record, CLM, bronze and silver
CLM-410700
Received 2026-10-04T05:00:22Z, line 7,566 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 | BRANDON | Brandon | Changed |
| Middle | Q. | Q | Changed |
| Last name | ·ARMSTRONG | Armstrong | Changed |
| Date of birth | 1959-11-13 | 1959-11-13 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | N/A | — | Cleared |
| N/A | — | Cleared | |
| Address | 2641 Apache Boulevard | 2641 Apache Blvd | Changed |
| City | DENVER | Denver | Changed |
| State | CO | CO | Unchanged |
| ZIP | — | — | Unchanged |
| Group | ·GRP-1134 | GRP-1134 | Changed |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- brandon|armstrong
- Address key
- 2641|apache|denver
- Canonical first
- brandon
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-114039 | 0.93 | Scored | — | Auto-linked |
| CLM-410699 | 0.93 | Scored | — | Auto-linked |
| TPA-54694 | 0.93 | Scored | — | Auto-linked |
| CLM-410698 | 0.93 | Scored | — | Auto-linked |
| ENR-114040 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016950
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Brandon Armstrong, 1959-11-13, 6 records, Verified
Evidence
Matched against ENR-114039
| 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 automatically98eb9e8b8f2026-10-19 19:54:38, scoring_agentidentity id MBR-016950, confidence 0.925, method probabilistic, matched record ENR-114039, policy version 1
- Record linked automatically636a9d8f4d2026-10-19 19:52:09, scoring_agentidentity id MBR-016950, confidence 0.925, method probabilistic, matched record ENR-114039, policy version 1
- Record linked automatically51faac75982026-10-19 19:45:42, scoring_agentidentity id MBR-016950, confidence 0.925, method probabilistic, matched record ENR-114039, policy version 1
- Record linked automatically7f9b6ecd892026-10-19 19:32:31, scoring_agentidentity id MBR-016950, confidence 0.925, method probabilistic, matched record ENR-114039, policy version 1
- Record linked automatically6e55c7ae2b2026-10-19 19:31:28, scoring_agentidentity id MBR-017515, confidence 1, method probabilistic, matched record PRV-23178, policy version 1