Record, TPA, bronze and silver
TPA-52196
Received 2026-05-16T16:16:03Z, line 20,650 of the TPA feed
TPAScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | WILLIE | Willie | Changed |
| Middle | — | — | Unchanged |
| Last name | COLE | Cole | Changed |
| Date of birth | 1985-09-21 | 1985-09-21 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-7177 | •••-••-7177 | Unchanged |
| Phone | 5026621678 | 5026621678 | Unchanged |
| NULL | — | Cleared | |
| Address | N/A | — | Cleared |
| City | NULL·· | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- willie|cole
- Address key
- —
- Canonical first
- willie
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| CLM-405023 | 0.98 | Scored | — | Auto-linked |
| CLM-405024 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-405022 | 0.80 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030960
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Willie Cole, 1985-09-21, 4 records, Verified
Evidence
Matched against CLM-405023
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically70dd994eca2026-10-19 19:54:38, scoring_agentidentity id MBR-030960, confidence 0.983, method probabilistic, matched record CLM-405023, policy version 1
- Record linked automaticallye44a2797ce2026-10-19 19:52:09, scoring_agentidentity id MBR-030960, confidence 0.983, method probabilistic, matched record CLM-405023, policy version 1
- Record linked automaticallyee59ab8c5a2026-10-19 19:45:42, scoring_agentidentity id MBR-030960, confidence 0.983, method probabilistic, matched record CLM-405023, policy version 1
- Record linked automatically9a6777e7e92026-10-19 19:32:31, scoring_agentidentity id MBR-030960, confidence 0.983, method probabilistic, matched record CLM-405023, policy version 1
- Record linked automatically698fced4952026-10-19 19:31:28, scoring_agentidentity id MBR-019209, confidence 0.997, method probabilistic, matched record ENR-106431, policy version 1