Triple

T22637265
Position Surface form Disambiguated ID Type / Status
Subject EQ-4B E558713 entity
Predicate usedIn P98 FINISHED
Object Iraq operations
Iraq operations refers to the range of military and logistical activities conducted by armed forces within Iraq, particularly during and after the 2003 invasion and subsequent conflicts.
E3825 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: Iraq operations | Statement: [EQ-4B, usedIn, Iraq operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraq operations
Context triple: [EQ-4B, usedIn, Iraq operations]
  • A. Operation Iraqi Freedom
    Operation Iraqi Freedom was the 2003 U.S.-led military invasion and subsequent campaign in Iraq aimed at toppling Saddam Hussein’s regime and reshaping the country’s political landscape.
  • B. Iraq War
    The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
  • C. U.S. Operation New Dawn
    U.S. Operation New Dawn was the final phase of the Iraq War, marking the transition of U.S. involvement from major combat operations to advising and assisting Iraqi security forces before the full withdrawal of American troops.
  • D. Iraq training mission
    The Iraq training mission was an international military effort in which forces, including the Spanish Army, helped train and advise Iraqi security forces to strengthen the country’s stability and counter insurgent threats.
  • E. Operation Inherent Resolve
    Operation Inherent Resolve is the U.S.-led military campaign launched in 2014 to combat ISIS and associated extremist groups in Iraq and Syria.
  • 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: Iraq operations
Triple: [EQ-4B, usedIn, Iraq operations]
Generated description
Iraq operations refers to the range of military and logistical activities conducted by armed forces within Iraq, particularly during and after the 2003 invasion and subsequent conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iraq operations
Target entity description: Iraq operations refers to the range of military and logistical activities conducted by armed forces within Iraq, particularly during and after the 2003 invasion and subsequent conflicts.
  • A. Operation Iraqi Freedom
    Operation Iraqi Freedom was the 2003 U.S.-led military invasion and subsequent campaign in Iraq aimed at toppling Saddam Hussein’s regime and reshaping the country’s political landscape.
  • B. Iraq War chosen
    The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
  • C. U.S. Operation New Dawn
    U.S. Operation New Dawn was the final phase of the Iraq War, marking the transition of U.S. involvement from major combat operations to advising and assisting Iraqi security forces before the full withdrawal of American troops.
  • D. Iraq training mission
    The Iraq training mission was an international military effort in which forces, including the Spanish Army, helped train and advise Iraqi security forces to strengthen the country’s stability and counter insurgent threats.
  • E. Operation Inherent Resolve
    Operation Inherent Resolve is the U.S.-led military campaign launched in 2014 to combat ISIS and associated extremist groups in Iraq and Syria.
  • F. None of above.

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_69e245467d9881908d6985bd0db7a1f1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1700edb608190ad786ff7fafea0da completed April 29, 2026, 2:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b585cf2388190b517312dc6172025 completed May 18, 2026, 6:20 p.m.
NEDg Description generation batch_6a0b6f5d272c8190bf66fa372fb2bb7d completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b706cba28819091d40e7832e61f97 completed May 18, 2026, 8:02 p.m.
Created at: April 17, 2026, 3:03 p.m.