Triple

T1064233
Position Surface form Disambiguated ID Type / Status
Subject Public Law 107-204 E22973 entity
Predicate motivatedBy P79 FINISHED
Object WorldCom accounting scandal
The WorldCom accounting scandal was a massive early-2000s corporate fraud case in which the telecommunications giant inflated its earnings by billions of dollars, becoming one of the largest accounting scandals in U.S. history and helping spur major reforms in financial regulation.
E126393 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: WorldCom accounting scandal | Statement: [Public Law 107-204, motivatedBy, WorldCom accounting scandal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: WorldCom accounting scandal
Context triple: [Public Law 107-204, motivatedBy, WorldCom accounting scandal]
  • A. Enron accounting scandal
    The Enron accounting scandal was a major corporate fraud case in the early 2000s involving widespread financial misrepresentation at energy company Enron, which led to its bankruptcy and spurred sweeping reforms in U.S. corporate governance and financial regulation.
  • B. Enron
    Enron was a major American energy company that became infamous for one of the largest corporate frauds and bankruptcies in history, leading to sweeping reforms in financial regulation and corporate governance.
  • C. Monica Lewinsky scandal
    The Monica Lewinsky scandal was a late-1990s political and sexual controversy involving U.S. President Bill Clinton and White House intern Monica Lewinsky that led to Clinton’s impeachment by the House of Representatives.
  • D. Lockheed bribery scandals
    The Lockheed bribery scandals were a series of high-profile corruption cases in the 1970s involving the U.S. aerospace company Lockheed paying illegal bribes to foreign officials and politicians to secure aircraft contracts, leading to major political fallout in several countries.
  • E. AOL–Time Warner merger
    The AOL–Time Warner merger was a landmark 2000 corporate deal that combined internet giant AOL with media conglomerate Time Warner, later becoming infamous as one of the most disastrous mergers in business history.
  • 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: WorldCom accounting scandal
Triple: [Public Law 107-204, motivatedBy, WorldCom accounting scandal]
Generated description
The WorldCom accounting scandal was a massive early-2000s corporate fraud case in which the telecommunications giant inflated its earnings by billions of dollars, becoming one of the largest accounting scandals in U.S. history and helping spur major reforms in financial regulation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: WorldCom accounting scandal
Target entity description: The WorldCom accounting scandal was a massive early-2000s corporate fraud case in which the telecommunications giant inflated its earnings by billions of dollars, becoming one of the largest accounting scandals in U.S. history and helping spur major reforms in financial regulation.
  • A. Enron accounting scandal
    The Enron accounting scandal was a major corporate fraud case in the early 2000s involving widespread financial misrepresentation at energy company Enron, which led to its bankruptcy and spurred sweeping reforms in U.S. corporate governance and financial regulation.
  • B. Enron
    Enron was a major American energy company that became infamous for one of the largest corporate frauds and bankruptcies in history, leading to sweeping reforms in financial regulation and corporate governance.
  • C. Monica Lewinsky scandal
    The Monica Lewinsky scandal was a late-1990s political and sexual controversy involving U.S. President Bill Clinton and White House intern Monica Lewinsky that led to Clinton’s impeachment by the House of Representatives.
  • D. Lockheed bribery scandals
    The Lockheed bribery scandals were a series of high-profile corruption cases in the 1970s involving the U.S. aerospace company Lockheed paying illegal bribes to foreign officials and politicians to secure aircraft contracts, leading to major political fallout in several countries.
  • E. AOL–Time Warner merger
    The AOL–Time Warner merger was a landmark 2000 corporate deal that combined internet giant AOL with media conglomerate Time Warner, later becoming infamous as one of the most disastrous mergers in business history.
  • 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f85cc08190ae03ac6c84936cc5 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c1d82c88190b418e2e2f050b563 completed March 7, 2026, 4:02 p.m.
NEDg Description generation batch_69ac4e109c3c8190abcbc66aef59c52f completed March 7, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69ac4e646698819083403336eb07b7ff completed March 7, 2026, 4:12 p.m.
Created at: March 1, 2026, 7:42 p.m.