Triple

T1533398
Position Surface form Disambiguated ID Type / Status
Subject Operation Inherent Resolve E32495 entity
Predicate participant P858 FINISHED
Object 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.
E174852 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: Iraqi Security Forces | Statement: [Operation Inherent Resolve, participant, Iraqi Security Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraqi Security Forces
Context triple: [Operation Inherent Resolve, participant, Iraqi Security Forces]
  • 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 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.
  • D. Iraqi Police
    The Iraqi Police is the national civilian law enforcement agency of Iraq responsible for maintaining internal security, public order, and crime prevention across the country.
  • E. Saudi Arabian National Guard
    The Saudi Arabian National Guard is a major branch of Saudi Arabia’s armed forces responsible for internal security, protection of the royal family and key infrastructure, and support in national defense operations.
  • 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: Iraqi Security Forces
Triple: [Operation Inherent Resolve, participant, Iraqi Security Forces]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iraqi Security Forces
Target entity description: 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.
  • 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 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.
  • D. Iraqi Police
    The Iraqi Police is the national civilian law enforcement agency of Iraq responsible for maintaining internal security, public order, and crime prevention across the country.
  • E. Saudi Arabian National Guard
    The Saudi Arabian National Guard is a major branch of Saudi Arabia’s armed forces responsible for internal security, protection of the royal family and key infrastructure, and support in national defense operations.
  • 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_69a885ea86308190998f6bc14bb91f8e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9081835e4819093dee004fdb027ff completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad295a03d881909071fb437c2d19ba completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2a1957e481908b07d3f4df75fbfe completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2b2929348190ac35ff8d405894d6 completed March 8, 2026, 7:54 a.m.
Created at: March 4, 2026, 7:26 p.m.