Triple

T18375056
Position Surface form Disambiguated ID Type / Status
Subject Tallil Air Base E446290 entity
Predicate usedBy P260 FINISHED
Object Iraqi Armed Forces
The Iraqi Armed Forces are the military forces of Iraq, responsible for national defense and internal security across land, air, and sea.
E1321847 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 Armed Forces | Statement: [Tallil Air Base, usedBy, Iraqi Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraqi Armed Forces
Context triple: [Tallil Air Base, usedBy, Iraqi Armed 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 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.
  • 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 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.
  • E. Iraqi Marine Corps
    The Iraqi Marine Corps is the naval infantry branch of Iraq’s armed forces, responsible for amphibious operations, coastal defense, and security of the country’s maritime assets.
  • 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 Armed Forces
Triple: [Tallil Air Base, usedBy, Iraqi Armed Forces]
Generated description
The Iraqi Armed Forces are the military forces of Iraq, responsible for national defense and internal security across land, air, and sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iraqi Armed Forces
Target entity description: The Iraqi Armed Forces are the military forces of Iraq, responsible for national defense and internal security across land, air, and sea.
  • 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 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.
  • 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 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.
  • E. Iraqi Marine Corps
    The Iraqi Marine Corps is the naval infantry branch of Iraq’s armed forces, responsible for amphibious operations, coastal defense, and security of the country’s maritime assets.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51757a75c8190814db973ae1a86cd completed April 19, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e23a82348190acde1122b6eb75b0 completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e2bbcee08190a2b8cb25ebbe8ec8 completed May 13, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_6a03e352c8d08190b64e98a9bf382649 completed May 13, 2026, 2:34 a.m.
Created at: April 10, 2026, 10:45 a.m.