Record, CLM, bronze and silver
CLM-430027
Received 2026-05-02T18:36:59Z, line 20,055 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 | Li, Carolyn | Carolyn | Changed |
| Middle | P | P | Unchanged |
| Last name | — | Li | Changed |
| Date of birth | 07/28/47 | 1947-07-28 | Parsed |
| Gender | null | — | Cleared |
| Member ID | ·- | — | Cleared |
| SSN | •••-••-2424 | •••-••-2424 | Unchanged |
| Phone | ·- | — | Cleared |
| carolyn.li71@outlook.com | carolyn.li71@outlook.com | Unchanged | |
| Address | 6525 Highland Ave | 6525 Highland Ave | Unchanged |
| City | NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37205 | 37205 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.66
- Name key
- carolyn|li
- Address key
- 6525|highland|37205
- Canonical first
- carolyn
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
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- City re-casedCity re-cased to Title Case
- 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-63250 | 1.00 | Scored | — | Auto-linked |
| TPA-63251 | 1.00 | Scored | — | Auto-linked |
| TPA-63252 | 1.00 | Scored | — | Auto-linked |
| ENR-139363 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-28787 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-430026 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002247
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carolyn Li, 1947-07-28, 7 records, Verified
Evidence
Matched against TPA-63250
| 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 automatically076a96d4742026-10-19 19:54:38, scoring_agentidentity id MBR-002247, confidence 1, method probabilistic, matched record TPA-63250, policy version 1
- Record linked automatically743a60a5402026-10-19 19:52:08, scoring_agentidentity id MBR-002247, confidence 1, method probabilistic, matched record TPA-63250, policy version 1
- Record linked automaticallyac6047a9de2026-10-19 19:45:41, scoring_agentidentity id MBR-002247, confidence 1, method probabilistic, matched record TPA-63250, policy version 1
- Record linked automatically92784e8e992026-10-19 19:32:31, scoring_agentidentity id MBR-002247, confidence 1, method probabilistic, matched record TPA-63250, policy version 1
- Record linked automaticallycad07af7cc2026-10-19 19:31:28, scoring_agentidentity id MBR-020450, confidence 1, method probabilistic, matched record ENR-139614, policy version 1