Triple

T2259297
Position Surface form Disambiguated ID Type / Status
Subject Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985 E49999 entity
Predicate shortName P43 FINISHED
Object GRH Act
The GRH Act is a U.S. federal law enacted in 1985 that sought to reduce and eventually eliminate the federal budget deficit through automatic spending cuts if deficit targets were not met.
E250297 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: GRH Act | Statement: [Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985, shortName, GRH Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GRH Act
Context triple: [Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985, shortName, GRH Act]
  • A. Geary Act
    The Geary Act was an 1892 U.S. law that extended and intensified Chinese exclusion by requiring Chinese residents to carry residency permits and imposing harsh penalties for noncompliance.
  • B. Landrum–Griffin Act
    The Landrum–Griffin Act is a U.S. federal law enacted in 1959 that regulates labor unions’ internal affairs and their officials’ relationships with employers to protect union members’ rights and prevent corruption.
  • C. The Act
    The Act is a Hulu true-crime anthology drama series that dramatizes real-life criminal cases, beginning with the story of Gypsy Rose Blanchard and the murder of her mother Dee Dee.
  • D. Glass–Owen Act
    The Glass–Owen Act is the landmark 1913 U.S. law that created the Federal Reserve System as the nation’s central bank to stabilize the financial system and manage monetary policy.
  • E. Butler Act
    The Butler Act was a Tennessee state law enacted in 1925 that prohibited the teaching of human evolution in public schools, becoming infamous as the focus of the Scopes "Monkey" Trial.
  • 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: GRH Act
Triple: [Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985, shortName, GRH Act]
Generated description
The GRH Act is a U.S. federal law enacted in 1985 that sought to reduce and eventually eliminate the federal budget deficit through automatic spending cuts if deficit targets were not met.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GRH Act
Target entity description: The GRH Act is a U.S. federal law enacted in 1985 that sought to reduce and eventually eliminate the federal budget deficit through automatic spending cuts if deficit targets were not met.
  • A. Geary Act
    The Geary Act was an 1892 U.S. law that extended and intensified Chinese exclusion by requiring Chinese residents to carry residency permits and imposing harsh penalties for noncompliance.
  • B. Landrum–Griffin Act
    The Landrum–Griffin Act is a U.S. federal law enacted in 1959 that regulates labor unions’ internal affairs and their officials’ relationships with employers to protect union members’ rights and prevent corruption.
  • C. The Act
    The Act is a Hulu true-crime anthology drama series that dramatizes real-life criminal cases, beginning with the story of Gypsy Rose Blanchard and the murder of her mother Dee Dee.
  • D. Glass–Owen Act
    The Glass–Owen Act is the landmark 1913 U.S. law that created the Federal Reserve System as the nation’s central bank to stabilize the financial system and manage monetary policy.
  • E. Butler Act
    The Butler Act was a Tennessee state law enacted in 1925 that prohibited the teaching of human evolution in public schools, becoming infamous as the focus of the Scopes "Monkey" Trial.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc15ad06c8190b6d0babc17015787 completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71c8c9b881909b5292110a87301a completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae7358834c8190a61f6d46dddc7b4c completed March 9, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69ae73f1745881908a1015124afa0f7f completed March 9, 2026, 7:17 a.m.
Created at: March 4, 2026, 7:48 p.m.