Triple

T12445390
Position Surface form Disambiguated ID Type / Status
Subject Detainee Treatment Act of 2005 E297383 entity
Predicate motivatedBy P79 FINISHED
Object Abu Ghraib prisoner abuse scandal
The Abu Ghraib prisoner abuse scandal was a widely publicized case of torture and mistreatment of detainees by U.S. military personnel at Iraq’s Abu Ghraib prison during the early 2000s, which sparked global outrage and debates over human rights and military conduct.
E985098 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: Abu Ghraib prisoner abuse scandal | Statement: [Detainee Treatment Act of 2005, motivatedBy, Abu Ghraib prisoner abuse scandal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abu Ghraib prisoner abuse scandal
Context triple: [Detainee Treatment Act of 2005, motivatedBy, Abu Ghraib prisoner abuse scandal]
  • A. Abu Ghraib series
    The Abu Ghraib series is a collection of paintings and drawings by Fernando Botero that graphically depict the torture and abuse of prisoners at Iraq’s Abu Ghraib prison, serving as a powerful political and human rights statement.
  • B. Abu Ghraib prison
    Abu Ghraib prison is an Iraqi detention facility infamous worldwide for the torture and abuse of prisoners by U.S. military personnel during the Iraq War.
  • C. The Ghosts of Abu Ghraib (HBO documentary)
    The Ghosts of Abu Ghraib is an HBO documentary film that examines the abuse of prisoners by U.S. soldiers at Iraq’s Abu Ghraib prison and explores the broader political and military context that enabled it.
  • D. Ghosts of Abu Ghraib
    Ghosts of Abu Ghraib is a documentary film that examines the abuse of prisoners by U.S. soldiers at Iraq’s Abu Ghraib prison and the broader political and military context that enabled it.
  • E. Veterans Bureau scandal
    The Veterans Bureau scandal was a major 1920s U.S. political corruption case involving fraud and graft in the agency responsible for veterans’ benefits, which badly tarnished the reputation of the Harding administration.
  • 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: Abu Ghraib prisoner abuse scandal
Triple: [Detainee Treatment Act of 2005, motivatedBy, Abu Ghraib prisoner abuse scandal]
Generated description
The Abu Ghraib prisoner abuse scandal was a widely publicized case of torture and mistreatment of detainees by U.S. military personnel at Iraq’s Abu Ghraib prison during the early 2000s, which sparked global outrage and debates over human rights and military conduct.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abu Ghraib prisoner abuse scandal
Target entity description: The Abu Ghraib prisoner abuse scandal was a widely publicized case of torture and mistreatment of detainees by U.S. military personnel at Iraq’s Abu Ghraib prison during the early 2000s, which sparked global outrage and debates over human rights and military conduct.
  • A. Abu Ghraib series
    The Abu Ghraib series is a collection of paintings and drawings by Fernando Botero that graphically depict the torture and abuse of prisoners at Iraq’s Abu Ghraib prison, serving as a powerful political and human rights statement.
  • B. Abu Ghraib prison
    Abu Ghraib prison is an Iraqi detention facility infamous worldwide for the torture and abuse of prisoners by U.S. military personnel during the Iraq War.
  • C. The Ghosts of Abu Ghraib (HBO documentary)
    The Ghosts of Abu Ghraib is an HBO documentary film that examines the abuse of prisoners by U.S. soldiers at Iraq’s Abu Ghraib prison and explores the broader political and military context that enabled it.
  • D. Ghosts of Abu Ghraib
    Ghosts of Abu Ghraib is a documentary film that examines the abuse of prisoners by U.S. soldiers at Iraq’s Abu Ghraib prison and the broader political and military context that enabled it.
  • E. Veterans Bureau scandal
    The Veterans Bureau scandal was a major 1920s U.S. political corruption case involving fraud and graft in the agency responsible for veterans’ benefits, which badly tarnished the reputation of the Harding administration.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d90f18c819083a36ff4b9be4a20 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f132d048190b58a8381bdc74cad completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6415f11d88190a9f77eb1890f76ef completed May 2, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69f64231606481909b8dd9d878670a6c completed May 2, 2026, 6:28 p.m.
Created at: April 8, 2026, 9:55 p.m.