Record, TPA, bronze and silver
TPA-59892
Received 2026-05-14T07:48:22Z, line 12,330 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 | helen | Helen | Changed |
| Middle | U | U | Unchanged |
| Last name | wylliams | Wylliams | Changed |
| Date of birth | 1978-04-25·· | 1978-04-25 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 381.427.1921 | 3814271921 | Parsed |
| N/A | — | Cleared | |
| Address | 1803 BAYSHORE DR | 1803 Bayshore Dr | Changed |
| City | SAN ANTONIO | San Antonio | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78208 | 78208 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- helen|wylliams
- Address key
- 1803|bayshore|78208
- Canonical first
- helen
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-59893 | 0.98 | Scored | — | Auto-linked |
| PRV-26642 | 0.98 | Scored | — | Auto-linked |
| CLM-422520 | 0.98 | Scored | — | Auto-linked |
| CLM-422519 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006695
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Helen Williams, 1978-04-25, 5 records, Verified
Evidence
Matched against CLM-422520
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf01c91fcfa2026-10-22 12:43:53, scoring_agentidentity id MBR-006695, confidence 0.978, method probabilistic, matched record CLM-422520, policy version 1
- Record linked automaticallye833f9b2aa2026-10-19 19:54:38, scoring_agentidentity id MBR-006695, confidence 0.978, method probabilistic, matched record CLM-422520, policy version 1
- Record linked automatically3cf9d67ead2026-10-19 19:52:09, scoring_agentidentity id MBR-006695, confidence 0.978, method probabilistic, matched record CLM-422520, policy version 1
- Record linked automatically933d9ced2e2026-10-19 19:45:42, scoring_agentidentity id MBR-006695, confidence 0.978, method probabilistic, matched record CLM-422520, policy version 1
- Record linked automatically8956a1f83b2026-10-19 19:32:31, scoring_agentidentity id MBR-006695, confidence 0.978, method probabilistic, matched record CLM-422520, policy version 1