Triple

T753100
Position Surface form Disambiguated ID Type / Status
Subject 115th United States Congress E15492 entity
Predicate notableLegislation P15389 FINISHED
Object First Step Act
The First Step Act is a major U.S. federal criminal justice reform law that, among other changes, reduced certain mandatory minimum sentences, expanded early-release and rehabilitation programs, and made some sentencing reforms retroactive.
E88598 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: First Step Act | Statement: [115th United States Congress, notableLegislation, First Step Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: First Step Act
Context triple: [115th United States Congress, notableLegislation, First Step Act]
  • A. Combat Methamphetamine Epidemic Act of 2005
    The Combat Methamphetamine Epidemic Act of 2005 is a U.S. federal law that restricts retail sales of pseudoephedrine and related precursors to curb the domestic production of methamphetamine.
  • B. Anti-Drug Abuse Act of 1988
    The Anti-Drug Abuse Act of 1988 is a U.S. federal law that expanded the war on drugs by increasing penalties, funding enforcement and treatment programs, and establishing a coordinated national drug control strategy.
  • C. Anti-Drug Abuse Act of 1986
    The Anti-Drug Abuse Act of 1986 is a major U.S. federal law that significantly escalated the War on Drugs by establishing mandatory minimum sentences and harsher penalties for drug offenses, particularly involving crack cocaine.
  • D. PROTECT Act
    The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
  • E. Drug-Free Schools and Communities Act amendments
    The Drug-Free Schools and Communities Act amendments are U.S. federal legislative changes that strengthened requirements and funding for preventing drug and alcohol abuse in schools and on college campuses.
  • 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: First Step Act
Triple: [115th United States Congress, notableLegislation, First Step Act]
Generated description
The First Step Act is a major U.S. federal criminal justice reform law that, among other changes, reduced certain mandatory minimum sentences, expanded early-release and rehabilitation programs, and made some sentencing reforms retroactive.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: First Step Act
Target entity description: The First Step Act is a major U.S. federal criminal justice reform law that, among other changes, reduced certain mandatory minimum sentences, expanded early-release and rehabilitation programs, and made some sentencing reforms retroactive.
  • A. Combat Methamphetamine Epidemic Act of 2005
    The Combat Methamphetamine Epidemic Act of 2005 is a U.S. federal law that restricts retail sales of pseudoephedrine and related precursors to curb the domestic production of methamphetamine.
  • B. Anti-Drug Abuse Act of 1988
    The Anti-Drug Abuse Act of 1988 is a U.S. federal law that expanded the war on drugs by increasing penalties, funding enforcement and treatment programs, and establishing a coordinated national drug control strategy.
  • C. Anti-Drug Abuse Act of 1986
    The Anti-Drug Abuse Act of 1986 is a major U.S. federal law that significantly escalated the War on Drugs by establishing mandatory minimum sentences and harsher penalties for drug offenses, particularly involving crack cocaine.
  • D. PROTECT Act
    The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
  • E. Drug-Free Schools and Communities Act amendments
    The Drug-Free Schools and Communities Act amendments are U.S. federal legislative changes that strengthened requirements and funding for preventing drug and alcohol abuse in schools and on college campuses.
  • 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_69a493599a0081908da65f3407af1ef2 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aa9ba3888190889a1ad554f73c5e completed March 1, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69a654eae9608190af3b410ecc041660 completed March 3, 2026, 3:26 a.m.
NEDg Description generation batch_69a65555e7748190b2a55548e4058bc1 completed March 3, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_69a656d5f28481908ff3fd5fb71b1440 completed March 3, 2026, 3:34 a.m.
Created at: March 1, 2026, 7:37 p.m.