Triple

T5731533
Position Surface form Disambiguated ID Type / Status
Subject WorldCom accounting scandal E126393 entity
Predicate oversightBody P8878 FINISHED
Object WorldCom board of directors
The WorldCom board of directors was the corporate governing body that came under intense scrutiny for its failure to detect and prevent the massive accounting fraud that led to WorldCom’s collapse.
 E126393 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 board of directors | Statement: [WorldCom accounting scandal, oversightBody, WorldCom board of directors]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: WorldCom board of directors
Context triple: [WorldCom accounting scandal, oversightBody, WorldCom board of directors]
  • A. WorldCom, Inc.
    WorldCom, Inc. was a major American telecommunications company that became infamous for one of the largest accounting fraud scandals in U.S. corporate history, leading to its bankruptcy and rebranding as MCI Inc.
  • B. 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.
  • C. 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.
  • D. Board of Directors of Comcast Corporation
    The Board of Directors of Comcast Corporation is the governing body responsible for overseeing the company’s strategic direction, corporate governance, and major business decisions on behalf of its shareholders.
  • E. Citigroup Board of Directors
    The Citigroup Board of Directors is the governing body responsible for overseeing the strategic direction, management, and corporate governance of Citigroup, one of the world’s largest financial services companies.
  • 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: WorldCom board of directors
Target entity description: The WorldCom board of directors was the corporate governing body that came under intense scrutiny for its failure to detect and prevent the massive accounting fraud that led to WorldCom’s collapse.
  • A. WorldCom, Inc.
    WorldCom, Inc. was a major American telecommunications company that became infamous for one of the largest accounting fraud scandals in U.S. corporate history, leading to its bankruptcy and rebranding as MCI Inc.
  • B. WorldCom accounting scandal chosen
    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.
  • C. 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.
  • D. Board of Directors of Comcast Corporation
    The Board of Directors of Comcast Corporation is the governing body responsible for overseeing the company’s strategic direction, corporate governance, and major business decisions on behalf of its shareholders.
  • E. Citigroup Board of Directors
    The Citigroup Board of Directors is the governing body responsible for overseeing the strategic direction, management, and corporate governance of Citigroup, one of the world’s largest financial services companies.
  • F. None of above.

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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 board of directors
Triple: [WorldCom accounting scandal, oversightBody, WorldCom board of directors]
Generated description
The WorldCom board of directors was the corporate governing body that came under intense scrutiny for its failure to detect and prevent the massive accounting fraud that led to WorldCom’s collapse.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69c0083082288190b7478cead6b5430a elicitation completed
NER batch_69c02532fd308190a7434dd42a55e9ac ner completed
NED1 batch_69c05a906e008190bd2b9a3481733f14 ned_source_triple completed
NED2 batch_69c05d30463481909876ca02516d31cc ned_description completed
NEDg batch_69c05cabceac819095c4a114220efb1a nedg completed
Created at: March 22, 2026, 3:47 p.m.