Triple

T527165
Position Surface form Disambiguated ID Type / Status
Subject Internal Revenue Code E10944 entity
Predicate contains P35 FINISHED
Object Subchapter S
Subchapter S is the section of U.S. tax law that governs S corporations, allowing certain closely held corporations to pass corporate income, losses, deductions, and credits through to their shareholders for federal tax purposes.
E65833 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: Subchapter S | Statement: [Internal Revenue Code, contains, Subchapter S]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subchapter S
Context triple: [Internal Revenue Code, contains, Subchapter S]
  • A. Tax Division
    The Tax Division is a component of the U.S. Department of Justice responsible for enforcing federal tax laws and handling civil and criminal tax litigation on behalf of the United States.
  • B. Small Business Investment Companies
    Small Business Investment Companies are privately owned and managed investment funds licensed by the U.S. government to provide debt and equity financing to small businesses.
  • C. Small Business/Self-Employed Division
    The Small Business/Self-Employed Division is the branch of the IRS responsible for administering tax laws, compliance, and services for small business owners and self-employed individuals in the United States.
  • D. Saasbee, Inc.
    Saasbee, Inc. was the original corporate name of Zoom Video Communications, the company behind the widely used Zoom video conferencing platform.
  • E. Pennsylvania Limited
    Pennsylvania Limited was a premier named passenger train operated by the Pennsylvania Railroad, known for providing luxury service on its long-distance route in the late 19th and early 20th centuries.
  • 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: Subchapter S
Triple: [Internal Revenue Code, contains, Subchapter S]
Generated description
Subchapter S is the section of U.S. tax law that governs S corporations, allowing certain closely held corporations to pass corporate income, losses, deductions, and credits through to their shareholders for federal tax purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subchapter S
Target entity description: Subchapter S is the section of U.S. tax law that governs S corporations, allowing certain closely held corporations to pass corporate income, losses, deductions, and credits through to their shareholders for federal tax purposes.
  • A. Tax Division
    The Tax Division is a component of the U.S. Department of Justice responsible for enforcing federal tax laws and handling civil and criminal tax litigation on behalf of the United States.
  • B. Small Business Investment Companies
    Small Business Investment Companies are privately owned and managed investment funds licensed by the U.S. government to provide debt and equity financing to small businesses.
  • C. Small Business/Self-Employed Division
    The Small Business/Self-Employed Division is the branch of the IRS responsible for administering tax laws, compliance, and services for small business owners and self-employed individuals in the United States.
  • D. Saasbee, Inc.
    Saasbee, Inc. was the original corporate name of Zoom Video Communications, the company behind the widely used Zoom video conferencing platform.
  • E. Pennsylvania Limited
    Pennsylvania Limited was a premier named passenger train operated by the Pennsylvania Railroad, known for providing luxury service on its long-distance route in the late 19th and early 20th centuries.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1d2851c81908129f7da932ab7b3 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b24157608190b4c7df2cae453a1f completed March 1, 2026, 9:40 p.m.
NEDg Description generation batch_69a4b4117f60819093b6eed4e9eb4630 completed March 1, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69a4b476ecc881909ff7efbb3299ace3 completed March 1, 2026, 9:49 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.