Record, TPA , bronze and silver
TPA-52420
Received 2026-04-27T13:24:22Z, line 30,148 of the TPA feed
TPA 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 | GRACE | Grace | Changed |
| Middle | — | — | Unchanged |
| Last name | RMAOS | Rmaos | Changed |
| Date of birth | 19891027 | 1989-10-27 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 941.277.5238 | 9412775238 | Parsed |
| — | — | Unchanged | |
| Address | 8508 Maple Ave | 8508 Maple Ave | Unchanged |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- grace|rmaos
- Address key
- 8508|maple|minneapolis
- Canonical first
- grace
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-52418 | 0.99 | Scored | — | Auto-linked |
| ENR-107226 | 0.93 | Scored | — | Auto-linked |
| TPA-52419 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015787
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Grace Ramos, 1989-10-27, 4 records, Verified
Evidence
Matched against TPA-52418
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 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 automatically4da846beef2026-10-19 19:54:38, scoring_agentidentity id MBR-015787, confidence 0.986, method probabilistic, matched record TPA-52418, policy version 1
- Record linked automaticallyf2452743852026-10-19 19:52:09, scoring_agentidentity id MBR-015787, confidence 0.986, method probabilistic, matched record TPA-52418, policy version 1
- Record linked automatically7f79d0c52c2026-10-19 19:45:42, scoring_agentidentity id MBR-015787, confidence 0.986, method probabilistic, matched record TPA-52418, policy version 1
- Record linked automatically5eb1cf62cb2026-10-19 19:32:31, scoring_agentidentity id MBR-015787, confidence 0.986, method probabilistic, matched record TPA-52418, policy version 1
- Record linked automatically1d1b77cdb82026-10-19 19:31:28, scoring_agentidentity id MBR-025406, confidence 1, method probabilistic, matched record ENR-107090, policy version 1