Triple

T20987381
Position Surface form Disambiguated ID Type / Status
Subject The GEO Group E516926 entity
Predicate foundedAs P364 FINISHED
Object Wackenhut Corrections Corporation
Wackenhut Corrections Corporation was a private prison management company in the United States that later became known as The GEO Group, one of the world’s largest private correctional and detention firms.
E1460722 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: Wackenhut Corrections Corporation | Statement: [The GEO Group, foundedAs, Wackenhut Corrections Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wackenhut Corrections Corporation
Context triple: [The GEO Group, foundedAs, Wackenhut Corrections Corporation]
  • A. Lone Star Corporation
    Lone Star Corporation was a British film production company active in the 1930s, best known for producing low-budget features including several early works by director John Ford and actor John Wayne.
  • B. Walton Enterprises LLC
    Walton Enterprises LLC is the primary private holding company used by the Walton family, heirs to the Walmart fortune, to manage and consolidate their vast business and investment interests.
  • C. Wirtz Corporation
    Wirtz Corporation is a Chicago-based, family-owned holding company with major interests in sports, liquor distribution, and real estate, best known for controlling the NHL’s Chicago Blackhawks.
  • D. South West Company
    South West Company was a 19th-century American fur trading enterprise established by prominent merchant and fur magnate John Jacob Astor.
  • E. Penal–Debe Regional Corporation
    The Penal–Debe Regional Corporation is a local government authority in Trinidad and Tobago responsible for municipal administration and public services within the Penal–Debe region.
  • 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: Wackenhut Corrections Corporation
Triple: [The GEO Group, foundedAs, Wackenhut Corrections Corporation]
Generated description
Wackenhut Corrections Corporation was a private prison management company in the United States that later became known as The GEO Group, one of the world’s largest private correctional and detention firms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wackenhut Corrections Corporation
Target entity description: Wackenhut Corrections Corporation was a private prison management company in the United States that later became known as The GEO Group, one of the world’s largest private correctional and detention firms.
  • A. Lone Star Corporation
    Lone Star Corporation was a British film production company active in the 1930s, best known for producing low-budget features including several early works by director John Ford and actor John Wayne.
  • B. Walton Enterprises LLC
    Walton Enterprises LLC is the primary private holding company used by the Walton family, heirs to the Walmart fortune, to manage and consolidate their vast business and investment interests.
  • C. Wirtz Corporation
    Wirtz Corporation is a Chicago-based, family-owned holding company with major interests in sports, liquor distribution, and real estate, best known for controlling the NHL’s Chicago Blackhawks.
  • D. South West Company
    South West Company was a 19th-century American fur trading enterprise established by prominent merchant and fur magnate John Jacob Astor.
  • E. Penal–Debe Regional Corporation
    The Penal–Debe Regional Corporation is a local government authority in Trinidad and Tobago responsible for municipal administration and public services within the Penal–Debe region.
  • 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_69e0b4ffac148190bbade9f0eceb660b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fbe3fbac819086d3079aaddca5b1 completed April 21, 2026, 4:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a092fc795ec81909f9f96498f7b5f3a completed May 17, 2026, 3:02 a.m.
NEDg Description generation batch_6a0930a5cffc8190a7d1cc19e5cacf49 completed May 17, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_6a093133c77c8190a9e0326980c7717f completed May 17, 2026, 3:08 a.m.
Created at: April 16, 2026, 1:49 p.m.