Triple

T8565657
Position Surface form Disambiguated ID Type / Status
Subject Ba'ath Party militias E202795 entity
Predicate notableComponent P7734 FINISHED
Object People's Army (Iraq)
The People's Army (Iraq) was a paramilitary force of Saddam Hussein’s Ba'athist regime, used to bolster internal security, support the regular army, and enforce party control over Iraqi society.
 E742986 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: People's Army (Iraq) | Statement: [Ba'ath Party militias, notableComponent, People's Army (Iraq)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: People's Army (Iraq)
Context triple: [Ba'ath Party militias, notableComponent, People's Army (Iraq)]
  • A. Iraqi Army
    The Iraqi Army is the ground warfare branch of Iraq's armed forces, responsible for national defense, internal security, and participation in regional military operations.
  • B. Iraqi Republican Guard
    The Iraqi Republican Guard was an elite military force in Iraq that served as Saddam Hussein’s primary instrument of regime protection and offensive operations.
  • C. Iraqi National Guard
    The Iraqi National Guard was a post-2003 Iraqi security force formed under U.S.-led coalition oversight to conduct internal security and counterinsurgency operations before being integrated into the new Iraqi Army.
  • D. Iraqi Security Forces
    The Iraqi Security Forces are the national military and law enforcement institutions of Iraq responsible for maintaining internal security, defending the country, and conducting counterinsurgency and counterterrorism operations.
  • E. Iraqi Interim Government forces
    The Iraqi Interim Government forces were the national security and military units loyal to Iraq’s U.S.-backed transitional government that participated alongside coalition troops in major operations during the Iraq War.
  • 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: People's Army (Iraq)
Triple: [Ba'ath Party militias, notableComponent, People's Army (Iraq)]
Generated description
The People's Army (Iraq) was a paramilitary force of Saddam Hussein’s Ba'athist regime, used to bolster internal security, support the regular army, and enforce party control over Iraqi society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: People's Army (Iraq)
Target entity description: The People's Army (Iraq) was a paramilitary force of Saddam Hussein’s Ba'athist regime, used to bolster internal security, support the regular army, and enforce party control over Iraqi society.
  • A. Iraqi Army
    The Iraqi Army is the ground warfare branch of Iraq's armed forces, responsible for national defense, internal security, and participation in regional military operations.
  • B. Iraqi Republican Guard
    The Iraqi Republican Guard was an elite military force in Iraq that served as Saddam Hussein’s primary instrument of regime protection and offensive operations.
  • C. Iraqi National Guard
    The Iraqi National Guard was a post-2003 Iraqi security force formed under U.S.-led coalition oversight to conduct internal security and counterinsurgency operations before being integrated into the new Iraqi Army.
  • D. Iraqi Security Forces
    The Iraqi Security Forces are the national military and law enforcement institutions of Iraq responsible for maintaining internal security, defending the country, and conducting counterinsurgency and counterterrorism operations.
  • E. Iraqi Interim Government forces
    The Iraqi Interim Government forces were the national security and military units loyal to Iraq’s U.S.-backed transitional government that participated alongside coalition troops in major operations during the Iraq War.
  • 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_69ca8327b0a881908606ff860713964d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe9d2331881909d92ddde90f580e9 completed March 31, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce89677888819091dfda14ce6baef3 completed April 2, 2026, 3:21 p.m.
NEDg Description generation batch_69ce8c10d774819086437ffeeb1ef25d completed April 2, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69ce8d0064fc819095058293e4229f25 completed April 2, 2026, 3:36 p.m.
Created at: March 30, 2026, 6:20 p.m.