Triple
T2922606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Charge of the Knights |
E78764
|
entity |
| Predicate | combatant |
P375
|
FINISHED |
| Object |
Iraqi Special Operations Forces
The Iraqi Special Operations Forces are an elite, U.S.-trained counterterrorism and commando unit that serves as Iraq’s premier special operations force in high-risk military operations.
|
E313970
|
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 Special Operations Forces | Statement: [Operation Charge of the Knights, combatant, Iraqi Special Operations Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iraqi Special Operations Forces Context triple: [Operation Charge of the Knights, combatant, Iraqi Special Operations Forces]
-
A.
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.
-
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 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.
-
D.
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.
-
E.
Jordanian Special Operations Forces
The Jordanian Special Operations Forces are an elite military formation of Jordan renowned for counterterrorism, unconventional warfare, and high-readiness rapid deployment 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 Special Operations Forces Triple: [Operation Charge of the Knights, combatant, Iraqi Special Operations Forces]
Generated description
The Iraqi Special Operations Forces are an elite, U.S.-trained counterterrorism and commando unit that serves as Iraq’s premier special operations force in high-risk military operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iraqi Special Operations Forces Target entity description: The Iraqi Special Operations Forces are an elite, U.S.-trained counterterrorism and commando unit that serves as Iraq’s premier special operations force in high-risk military operations.
-
A.
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.
-
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 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.
-
D.
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.
-
E.
Jordanian Special Operations Forces
The Jordanian Special Operations Forces are an elite military formation of Jordan renowned for counterterrorism, unconventional warfare, and high-readiness rapid deployment 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_69ad8b0c2ad081909ff87050ae542bb9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad97bd65ac81909a05ea2bade113d0 |
completed | March 8, 2026, 3:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc632afc819098021312c748346b |
completed | March 11, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69b0ff5f80848190a11bcd38d13a30c5 |
completed | March 11, 2026, 5:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0ffb0379c819094d13dd284f6cdfe |
completed | March 11, 2026, 5:37 a.m. |
Created at: March 8, 2026, 2:54 p.m.