Triple

T854971
Position Surface form Disambiguated ID Type / Status
Subject Chris Hughes E18470 entity
Predicate coFounded P104 FINISHED
Object Economic Security Project
Economic Security Project is a philanthropic and advocacy organization focused on advancing policies like guaranteed income and tax credits to build a more equitable and resilient economy.
 E102567 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: Economic Security Project | Statement: [Chris Hughes, coFounded, Economic Security Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Economic Security Project
Context triple: [Chris Hughes, coFounded, Economic Security Project]
  • A. Committee on Economics and Security
    The Committee on Economics and Security is a specialized body within the NATO Parliamentary Assembly that examines the economic dimensions of security and their implications for the Alliance’s policies.
  • B. National Security Law Program
    The National Security Law Program is a specialized academic initiative at Columbia Law School focused on the legal, policy, and institutional frameworks governing national security and related issues.
  • C. Committee on Economic Security
    The Committee on Economic Security was a U.S. government body established during the New Deal to design comprehensive social welfare and insurance programs that led to the creation of Social Security.
  • D. National Industrial Security Program
    The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
  • E. Office of Economic Research
    The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
  • 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: Economic Security Project
Triple: [Chris Hughes, coFounded, Economic Security Project]
Generated description
Economic Security Project is a philanthropic and advocacy organization focused on advancing policies like guaranteed income and tax credits to build a more equitable and resilient economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Economic Security Project
Target entity description: Economic Security Project is a philanthropic and advocacy organization focused on advancing policies like guaranteed income and tax credits to build a more equitable and resilient economy.
  • A. Committee on Economics and Security
    The Committee on Economics and Security is a specialized body within the NATO Parliamentary Assembly that examines the economic dimensions of security and their implications for the Alliance’s policies.
  • B. National Security Law Program
    The National Security Law Program is a specialized academic initiative at Columbia Law School focused on the legal, policy, and institutional frameworks governing national security and related issues.
  • C. Committee on Economic Security
    The Committee on Economic Security was a U.S. government body established during the New Deal to design comprehensive social welfare and insurance programs that led to the creation of Social Security.
  • D. National Industrial Security Program
    The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
  • E. Office of Economic Research
    The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
  • 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_69a4938bdd3c8190a954a3c11844d9cf completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac3a48c08190b4677d825fcbfaf9 completed March 1, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3bd8b588190b7a9eb72dce93d07 completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a8da0c3481909f34d435ccf62ea7 completed March 4, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69a7a97688fc8190818957701913738f completed March 4, 2026, 3:39 a.m.
Created at: March 1, 2026, 7:39 p.m.