Triple

T16116084
Position Surface form Disambiguated ID Type / Status
Subject Formerly Incarcerated Reenter Society Transformed Safely Transitioning Every Person Act E391003 entity
Predicate titleIncludes P3254 FINISHED
Object Formerly Incarcerated Reenter Society Transformed Safely Transitioning Every Person E391003 NE FINISHED

How this triple was built (2 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: Formerly Incarcerated Reenter Society Transformed Safely Transitioning Every Person | Statement: [Formerly Incarcerated Reenter Society Transformed Safely Transitioning Every Person Act, titleIncludes, Formerly Incarcerated Reenter Society Transformed Safely Transitioning Every Person]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Formerly Incarcerated Reenter Society Transformed Safely Transitioning Every Person
Context triple: [Formerly Incarcerated Reenter Society Transformed Safely Transitioning Every Person Act, titleIncludes, Formerly Incarcerated Reenter Society Transformed Safely Transitioning Every Person]
  • A. Formerly Incarcerated Reenter Society Transformed Safely Transitioning Every Person Act chosen
    The Formerly Incarcerated Reenter Society Transformed Safely Transitioning Every Person Act, commonly known as the First Step Act, is a major U.S. federal criminal justice reform law aimed at reducing recidivism and modifying sentencing and prison policies.
  • B. Criminal Defense and Reentry Clinic
    The Criminal Defense and Reentry Clinic is a New York University School of Law legal clinic where students represent individuals facing criminal charges and assist formerly incarcerated people with the challenges of reentering society.
  • C. The Real Jail Problem
    "The Real Jail Problem" is a pioneering early 20th-century work on criminal justice and prison reform by social worker and scholar Edith Abbott, critically examining the conditions and purpose of jails in the United States.
  • D. Mass Incarceration Clinic
    The Mass Incarceration Clinic is a Columbia Law School program in which students work on legal and policy advocacy to challenge and reduce the scale and harms of mass incarceration.
  • E. Prisonomics
    Prisonomics is a non-fiction book by economist Vicky Pryce that analyzes the economic and social costs of the UK’s prison system, informed by her own experience of incarceration.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2016a9dd48190bca3f58778ed865f completed April 17, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffebab779c8190b466c26f4024aa31 completed May 10, 2026, 2:21 a.m.
Created at: April 10, 2026, 5 a.m.