Record, TPA, bronze and silver
TPA-59447
Received 2026-05-17T22:45:53Z, line 92,500 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 | RALPH | Ralph | Changed |
| Middle | ·· | — | Unchanged |
| Last name | ARMSTRONG | Armstrong | Changed |
| Date of birth | 1981-07-21 | 1981-07-21 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 8223 Pine Drive·· | 8223 Pine Dr | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90077 | 90077 | Unchanged |
| Group | GRP-3916 | GRP-3916 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- ralph|armstrong
- Address key
- 8223|pine|90077
- Canonical first
- ralph
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-421492 | 0.99 | Scored | — | Auto-linked |
| TPA-59446 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000693
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Ralph Armstrong, 1981-07-21, 4 records, Verified
Evidence
Matched against CLM-421492
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically504191ae922026-10-22 12:43:52, scoring_agentidentity id MBR-000693, confidence 0.995, method probabilistic, matched record CLM-421492, policy version 1
- Record linked automaticallye5379c7de12026-10-19 19:54:38, scoring_agentidentity id MBR-000693, confidence 0.995, method probabilistic, matched record CLM-421492, policy version 1
- Record linked automaticallyd76d4178fa2026-10-19 19:52:08, scoring_agentidentity id MBR-000693, confidence 0.995, method probabilistic, matched record CLM-421492, policy version 1
- Record linked automatically47fb56adf62026-10-19 19:45:41, scoring_agentidentity id MBR-000693, confidence 0.995, method probabilistic, matched record CLM-421492, policy version 1
- Record linked automaticallye3a3640f5e2026-10-19 19:32:31, scoring_agentidentity id MBR-000693, confidence 0.995, method probabilistic, matched record CLM-421492, policy version 1
- Record linked automatically7b75047b452026-10-19 19:31:28, matching_agentidentity id MBR-023518, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128452