Triple

T22482955
Position Surface form Disambiguated ID Type / Status
Subject New Jersey's 2nd congressional district E555810 entity
Predicate previousRepresentative P97 FINISHED
Object Frank LoBiondo NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Frank LoBiondo | Statement: [New Jersey's 2nd congressional district, previousRepresentative, Frank LoBiondo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank LoBiondo
Context triple: [New Jersey's 2nd congressional district, previousRepresentative, Frank LoBiondo]
  • A. Richard Ruccolo
    Richard Ruccolo is an American actor best known for his role as Pete Dunville on the sitcom "Two Guys, a Girl and a Pizza Place."
  • B. Frank Lupo
    Frank Lupo was an American television writer and producer best known for co-creating popular 1980s action series such as The A-Team and Hunter.
  • C. Frank DiPascali
    Frank DiPascali was a key lieutenant in Bernie Madoff’s investment firm who played a central role in orchestrating and maintaining Madoff’s massive Ponzi scheme.
  • D. Frank Yaconelli
    Frank Yaconelli was an Italian-American character actor and musician known for his comic supporting roles in numerous Hollywood films from the 1930s and 1940s.
  • E. Philip Lombardo
    Philip Lombardo was an American mobster who led the Genovese crime family and was known as a powerful yet low-profile Mafia boss in New York.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank LoBiondo
Target entity description: Frank LoBiondo is an American Republican politician who represented southern New Jersey in the U.S. House of Representatives for over two decades.
  • A. Richard Ruccolo
    Richard Ruccolo is an American actor best known for his role as Pete Dunville on the sitcom "Two Guys, a Girl and a Pizza Place."
  • B. Frank Lupo
    Frank Lupo was an American television writer and producer best known for co-creating popular 1980s action series such as The A-Team and Hunter.
  • C. Frank DiPascali
    Frank DiPascali was a key lieutenant in Bernie Madoff’s investment firm who played a central role in orchestrating and maintaining Madoff’s massive Ponzi scheme.
  • D. Frank Yaconelli
    Frank Yaconelli was an Italian-American character actor and musician known for his comic supporting roles in numerous Hollywood films from the 1930s and 1940s.
  • E. Philip Lombardo
    Philip Lombardo was an American mobster who led the Genovese crime family and was known as a powerful yet low-profile Mafia boss in New York.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e11e53897c819088863779f8c50bb0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15c3a3b688190b41599979d038d85 completed April 29, 2026, 1:17 a.m.
Created at: April 16, 2026, 8:49 p.m.