Triple

T628667
Position Surface form Disambiguated ID Type / Status
Subject Operation Telic E15876 entity
Predicate coalition P600 FINISHED
Object Multinational force in Iraq
The Multinational force in Iraq was the U.S.-led international military coalition that invaded and subsequently occupied Iraq following the 2003 Iraq War.
E78761 NE FINISHED

How this triple was built (5 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: Multinational force in Iraq | Statement: [Operation Telic, coalition, Multinational force in Iraq]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Multinational force in Iraq
Context triple: [Operation Telic, coalition, Multinational force in Iraq]
  • A. 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.
  • B. International Security Assistance Force
    The International Security Assistance Force (ISAF) was a NATO-led multinational military mission in Afghanistan tasked with stabilizing the country, supporting the Afghan government, and conducting security operations during the post-2001 conflict.
  • C. United Nations Interim Force in Lebanon
    The United Nations Interim Force in Lebanon is a long-standing UN peacekeeping mission deployed in southern Lebanon to monitor ceasefires, support the Lebanese government’s authority, and help maintain stability along the border with Israel.
  • D. 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.
  • E. 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.
  • 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: Multinational force in Iraq
Triple: [Operation Telic, coalition, Multinational force in Iraq]
Generated description
The Multinational force in Iraq was the U.S.-led international military coalition that invaded and subsequently occupied Iraq following the 2003 Iraq War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Multinational force in Iraq
Target entity description: The Multinational force in Iraq was the U.S.-led international military coalition that invaded and subsequently occupied Iraq following the 2003 Iraq War.
  • A. 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.
  • B. International Security Assistance Force
    The International Security Assistance Force (ISAF) was a NATO-led multinational military mission in Afghanistan tasked with stabilizing the country, supporting the Afghan government, and conducting security operations during the post-2001 conflict.
  • C. United Nations Interim Force in Lebanon
    The United Nations Interim Force in Lebanon is a long-standing UN peacekeeping mission deployed in southern Lebanon to monitor ceasefires, support the Lebanese government’s authority, and help maintain stability along the border with Israel.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: coalition
Context triple: [Operation Telic, coalition, Multinational force in Iraq]
  • A. memberOfPoliticalCoalition
    Indicates that an entity belongs to or participates as a constituent member in a specific political coalition.
  • B. alliance chosen
    Indicates a formal cooperative relationship between entities who agree to support each other in shared goals or interests.
  • C. union
    Indicates that two or more sets are combined into a single set containing all elements that belong to at least one of them.
  • D. confederation
    Indicates a formal union or alliance between multiple entities that retain their individual autonomy while cooperating under a shared framework or agreement.
  • E. keyCoalition
    Indicates a coalition relationship where an entity plays a central or decisive role within that coalition.
  • F. None of above.

Provenance (6 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e5b5a308190a62165f9275e2f5f completed March 1, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56938be6481909a8eba01f5d856c1 completed March 2, 2026, 10:40 a.m.
NEDg Description generation batch_69a569ec60a08190ad2f84dc20635621 completed March 2, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69a56a6d09cc8190959d8d2e7621041f completed March 2, 2026, 10:46 a.m.
PD Predicate disambiguation batch_69a49d01b29081908be87e4cd7726ff1 completed March 1, 2026, 8:09 p.m.
Created at: March 1, 2026, 7:35 p.m.