Record, CLM, bronze and silver
CLM-406219
Received 2026-08-23T04:36:19Z, line 81,993 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 | Armstrong, Frank | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Armstrong | Changed |
| Date of birth | 07-11-1977 | 1977-11-07 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-73728-14·· | UHC-73728-14 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 4797228556 | 4797228556 | Unchanged |
| NULL | — | Cleared | |
| Address | 8373 Mesa Dr | 8373 Mesa Dr | Unchanged |
| City | Seattle | Seattle | Unchanged |
| State | WA | WA | Unchanged |
| ZIP | 98100 | 98100 | Unchanged |
| Group | GRP-4697 | GRP-4697 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.66
- Name key
- frank|armstrong
- Address key
- 8373|mesa|98100
- Canonical first
- frank
Quality flags
5 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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-52759 | 1.00 | Scored | — | Auto-linked |
| ENR-108177 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-406218 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-406217 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008805
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Armstrong, 1977-11-07, 5 records, Verified
Evidence
Matched against TPA-52759
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyaa0e6563af2026-10-19 19:54:38, scoring_agentidentity id MBR-008805, confidence 0.996, method probabilistic, matched record TPA-52759, policy version 1
- Record linked automatically1f5506a17d2026-10-19 19:52:09, scoring_agentidentity id MBR-008805, confidence 0.996, method probabilistic, matched record TPA-52759, policy version 1
- Record linked automatically85cdc92e0c2026-10-19 19:45:42, scoring_agentidentity id MBR-008805, confidence 0.996, method probabilistic, matched record TPA-52759, policy version 1
- Record linked automaticallybfaf0029002026-10-19 19:32:31, scoring_agentidentity id MBR-008805, confidence 0.996, method probabilistic, matched record TPA-52759, policy version 1
- Record linked automaticallyf5bf37b8d72026-10-19 19:31:28, scoring_agentidentity id MBR-002807, confidence 1, method probabilistic, matched record CLM-406220, policy version 1