Record, TPA, bronze and silver
TPA-51273
Received 2026-05-19T05:03:41Z, line 58,078 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 | KAYLA G | Kayla | Changed |
| Middle | — | G | Changed |
| Last name | ROMERO | Romero | Changed |
| Date of birth | 6/11/1997 | 1997-06-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | 18 Central Avenue | 18 Central Ave | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85309 | 85309 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.64
- Name key
- kayla|romero
- Address key
- 18|central|85309
- Canonical first
- kayla
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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)
- 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
- 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-402958 | 1.00 | Scored | — | Auto-linked |
| ENR-103831 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007808
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Romero, 1997-06-11, 3 records, Verified
Evidence
Matched against CLM-402958
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallya3977a2c142026-10-19 19:54:38, scoring_agentidentity id MBR-007808, confidence 1, method probabilistic, matched record CLM-402958, policy version 1
- Record linked automatically83789c5bda2026-10-19 19:52:09, scoring_agentidentity id MBR-007808, confidence 1, method probabilistic, matched record CLM-402958, policy version 1
- Record linked automaticallyee0c4417182026-10-19 19:45:42, scoring_agentidentity id MBR-007808, confidence 1, method probabilistic, matched record CLM-402958, policy version 1
- Record linked automatically0744f47c602026-10-19 19:32:31, scoring_agentidentity id MBR-007808, confidence 1, method probabilistic, matched record CLM-402958, policy version 1
- Record linked automaticallyf79916cc3c2026-10-19 19:31:28, scoring_agentidentity id MBR-006670, confidence 0.991, method probabilistic, matched record CLM-402782, policy version 1