Triple

T2517603
Position Surface form Disambiguated ID Type / Status
Subject Frank Abagnale Jr. E55447 entity
Predicate employer P7 FINISHED
Object Abagnale & Associates
Abagnale & Associates is a security consulting firm founded by former con artist and fraud expert Frank Abagnale Jr., specializing in fraud prevention and document security.
E274423 NE FINISHED

How this triple was built (4 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: Abagnale & Associates | Statement: [Frank Abagnale Jr., employer, Abagnale & Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abagnale & Associates
Context triple: [Frank Abagnale Jr., employer, Abagnale & Associates]
  • A. Osvald Group
    The Osvald Group was a Norwegian communist-led resistance organization renowned for its early and aggressive sabotage operations against Nazi occupation forces during World War II.
  • B. Gray & Barton
    Gray & Barton was the 19th-century telegraph equipment manufacturing firm that evolved into the major American telecommunications company later known as Western Electric.
  • C. Pinkerton National Detective Agency
    The Pinkerton National Detective Agency is a historic American private security and detective firm notorious for its strikebreaking activities and involvement in major labor conflicts and high-profile investigations in the 19th and early 20th centuries.
  • D. Frank Abagnale Jr.
    Frank Abagnale Jr. is a former con artist and imposter whose youthful exploits in check fraud and identity deception inspired the film "Catch Me If You Can."
  • E. Rogers & Wells
    Rogers & Wells was a prominent New York-based law firm known for its corporate and international legal practice before merging into Clifford Chance in 2000.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Abagnale & Associates
Triple: [Frank Abagnale Jr., employer, Abagnale & Associates]
Generated description
Abagnale & Associates is a security consulting firm founded by former con artist and fraud expert Frank Abagnale Jr., specializing in fraud prevention and document security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abagnale & Associates
Target entity description: Abagnale & Associates is a security consulting firm founded by former con artist and fraud expert Frank Abagnale Jr., specializing in fraud prevention and document security.
  • A. Osvald Group
    The Osvald Group was a Norwegian communist-led resistance organization renowned for its early and aggressive sabotage operations against Nazi occupation forces during World War II.
  • B. Gray & Barton
    Gray & Barton was the 19th-century telegraph equipment manufacturing firm that evolved into the major American telecommunications company later known as Western Electric.
  • C. Pinkerton National Detective Agency
    The Pinkerton National Detective Agency is a historic American private security and detective firm notorious for its strikebreaking activities and involvement in major labor conflicts and high-profile investigations in the 19th and early 20th centuries.
  • D. Frank Abagnale Jr.
    Frank Abagnale Jr. is a former con artist and imposter whose youthful exploits in check fraud and identity deception inspired the film "Catch Me If You Can."
  • E. Rogers & Wells
    Rogers & Wells was a prominent New York-based law firm known for its corporate and international legal practice before merging into Clifford Chance in 2000.
  • F. None of above. chosen

Provenance (5 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd2111d28819099884a2bec5e0366 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b9ef8048190bafff3f1853321cb completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af4e240bbc8190bc2392498e3a6be8 completed March 9, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69af4e816174819095ab81c3902756d6 completed March 9, 2026, 10:49 p.m.
Created at: March 6, 2026, 9:46 p.m.