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.