Record, PRV, bronze and silver

PRV-25620

Received 2026-05-31T11:37:25Z, line 7,926 of the PRV feed

PRVScored

Bronze vs silver

Field by field: what arrived, what normalisation produced, and whether anything changed

FieldBronze (as received)Silver (normalised)Change
First nameCARL··CarlChanged
Middle——Unchanged
Last nameMARSHALLMarshallChanged
Date of birth22-07-19631963-07-22Parsed
GenderFFUnchanged
Member IDUHC-27566-03UHC-27566-03Unchanged
SSN····—Unchanged
Phone+1 689 452 71116894527111Parsed
Emailcarl.marshall@hotmail.comcarl.marshall@hotmail.comUnchanged
Address1078 Forest Ave··1078 Forest AveChanged
CityGilbertGilbertUnchanged
StateAZAZUnchanged
ZIPNULL—Cleared
Group——Unchanged
Plan——Unchanged
Quality score
0.78
Name key
carl|marshall
Address key
1078|forest|gilbert
Canonical first
carl

Quality flags

5 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
  • ZIP missingStreet address present but no ZIP supplied
  • Whitespace trimmedLeading or trailing whitespace removed from one or more fields

Candidate pairs

Every scored comparison involving this record, highest score first

Other recordScoreMethodRuleDecision
TPA-583731.00Scored—Auto-linked
CLM-4188770.99RuleD1 member id + dob exactAuto-linked
ENR-1248530.96RuleD3 member id + nameAuto-linked
TPA-583740.94Scored—Auto-linked

Resolution

Linked 2026-10-22 12:43:43

Identity
MBR-000448
Method
Scored
Confidence
1.00
Rule
weighted score, no rule
Golden record: Carl Marshall, 1963-07-22, 5 records, Verified
Evidence
Matched against TPA-58373
FieldSimilarityWeightNote
Name1.003.0
Date of birth1.003.0exact
Phone1.001.5

Audit

6 hash-chained entries for this record

  • Record linked automatically3194ffff7b
    2026-10-22 12:43:52, scoring_agent
    identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
  • Record linked automatically649064af1f
    2026-10-19 19:54:38, scoring_agent
    identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
  • Record linked automatically4a5225c43d
    2026-10-19 19:52:08, scoring_agent
    identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
  • Record linked automaticallyf0ed815eee
    2026-10-19 19:45:41, scoring_agent
    identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
  • Record linked automatically8035ffec6f
    2026-10-19 19:32:31, scoring_agent
    identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
  • Record linked automatically3e3feeef86
    2026-10-19 19:31:28, scoring_agent
    identity id MBR-020643, confidence 1, method probabilistic, matched record TPA-58373, policy version 1