Triple

T19587030
Position Surface form Disambiguated ID Type / Status
Subject Natalie Figueroa E490129 entity
Predicate associatedWithOrganization P629 FINISHED
Object Management & Correction Corporation (MCC) (fictional private prison company) — NE NERFINISHED

How this triple was built (3 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: Management & Correction Corporation (MCC) (fictional private prison company) | Statement: [Natalie Figueroa, associatedWithOrganization, Management & Correction Corporation (MCC) (fictional private prison company)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Management & Correction Corporation (MCC) (fictional private prison company)
Context triple: [Natalie Figueroa, associatedWithOrganization, Management & Correction Corporation (MCC) (fictional private prison company)]
  • A. The GEO Group
    The GEO Group is a private American company that owns and operates prisons, immigration detention centers, and community reentry facilities across the United States and internationally.
  • B. Federal Department of Corrections (fictional)
    The Federal Department of Corrections (fictional) is a United States government agency responsible for overseeing and managing federal prisons and correctional facilities within the narrative universe.
  • C. Maryland Correctional Enterprises
    Maryland Correctional Enterprises is a state-run prison industry program in Maryland that provides work and job training opportunities to incarcerated individuals through the production of goods and services for government and nonprofit customers.
  • D. Federal Prison Industries
    Federal Prison Industries is a U.S. government-owned corporation that employs federal inmates in manufacturing and service jobs to produce goods and services primarily for federal agencies.
  • E. Corrections House
    Corrections House is an experimental industrial and avant-garde metal supergroup featuring members from prominent heavy music bands, including Neurosis.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Management & Correction Corporation (MCC) (fictional private prison company)
Target entity description: Management & Correction Corporation (MCC) is a fictional for-profit private prison company known for running correctional facilities with a focus on cost-cutting and controversial management practices.
  • A. The GEO Group
    The GEO Group is a private American company that owns and operates prisons, immigration detention centers, and community reentry facilities across the United States and internationally.
  • B. Federal Department of Corrections (fictional)
    The Federal Department of Corrections (fictional) is a United States government agency responsible for overseeing and managing federal prisons and correctional facilities within the narrative universe.
  • C. Maryland Correctional Enterprises
    Maryland Correctional Enterprises is a state-run prison industry program in Maryland that provides work and job training opportunities to incarcerated individuals through the production of goods and services for government and nonprofit customers.
  • D. Federal Prison Industries
    Federal Prison Industries is a U.S. government-owned corporation that employs federal inmates in manufacturing and service jobs to produce goods and services primarily for federal agencies.
  • E. Corrections House
    Corrections House is an experimental industrial and avant-garde metal supergroup featuring members from prominent heavy music bands, including Neurosis.
  • F. None of above. chosen

Provenance (2 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_69d8e8dd9374819098e36349b3211663 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e640523d10819091320a61456f6437 completed April 20, 2026, 3:03 p.m.
Created at: April 10, 2026, 1:42 p.m.