Record, CLM , bronze and silver
CLM-412545
Received 2026-08-05T16:10:41Z, line 26,587 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Ryan, Shirley C | Shirley | Changed |
| Middle | — | C | Changed |
| Last name | — | Ryan | Changed |
| Date of birth | 1986-10-27 | 1986-10-27 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | 4300 Grand Ave | 4300 Grand Ave | Unchanged |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85243-1305 | 85243 | Changed |
| Group | GRP-4791 | GRP-4791 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.54
- Name key
- shirley|ryan
- Address key
- 4300|grand|85243
- Canonical first
- shirley
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
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-412544 | 1.00 | Scored | — | Auto-linked |
| TPA-57937 | 0.66 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006171
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Ryan, 1986-10-27, 3 records, Verified
Evidence
Matched against CLM-412544
| 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 automatically80d368babf2026-10-19 19:54:38, scoring_agentidentity id MBR-006171, confidence 1, method probabilistic, matched record CLM-412544, policy version 1
- Record linked automaticallya9405a2bfb2026-10-19 19:52:09, scoring_agentidentity id MBR-006171, confidence 1, method probabilistic, matched record CLM-412544, policy version 1
- Record linked automatically5d9828a8e32026-10-19 19:45:42, scoring_agentidentity id MBR-006171, confidence 1, method probabilistic, matched record CLM-412544, policy version 1
- Record linked automaticallye96adccdf02026-10-19 19:32:31, scoring_agentidentity id MBR-006171, confidence 1, method probabilistic, matched record CLM-412544, policy version 1
- Record linked automatically46fcbac24a2026-10-19 19:31:28, matching_agentidentity id MBR-041160, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-23708