Record, TPA, bronze and silver
TPA-52722
Received 2026-09-22T15:24:17Z , line 61,565 of the TPA feed
TPARule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | jacob | Jacob | Changed |
| Middle | — | — | Unchanged |
| Last name | kim | Kim | Changed |
| Date of birth | Nov 28, 1988 | 1988-11-28 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·· | — | Unchanged |
| SSN | •••-••-3235 | •••-••-3235 | Unchanged |
| Phone | 16176643822 | 6176643822 | Parsed |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | N/A | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- jacob|kim
- Address key
- —
- Canonical first
- jacob
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-406139 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-406140 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-21789 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033220
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Jacob Kim, 1988-11-28, 4 records, Verified
Evidence
Matched against CLM-406139
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
4 hash-chained entries for this record
- Record linked automaticallye5168d086d2026-10-19 19:54:38, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406139
- Record linked automaticallyc237989ffd2026-10-19 19:52:09, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406139
- Record linked automatically96f5f1b1ef2026-10-19 19:45:42, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406139
- Record linked automatically79e3eb45272026-10-19 19:32:31, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406139