Triple
T200896
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Battle of Fallujah |
E4101
|
entity |
| Predicate | belligerent |
P375
|
FINISHED |
| Object |
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.
|
E25753
|
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 Interim Government forces | Statement: [Second Battle of Fallujah, belligerent, Iraqi Interim Government forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iraqi Interim Government forces Context triple: [Second Battle of Fallujah, belligerent, Iraqi Interim Government forces]
-
A.
Jordanian Armed Forces
The Jordanian Armed Forces are the military organization of the Hashemite Kingdom of Jordan, responsible for national defense and known for their professionalism and role in regional security.
-
B.
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.
-
C.
United Nations Emergency Force
The United Nations Emergency Force was the first major UN peacekeeping mission, created in 1956 to supervise the ceasefire and withdrawal of forces after the Suez Crisis.
-
D.
Egyptian Armed Forces
The Egyptian Armed Forces are the unified military forces of Egypt, comprising its army, navy, air force, and air defense, and are among the largest and most influential militaries in the Middle East.
-
E.
Royal Army of Oman
The Royal Army of Oman is the land warfare branch of Oman’s armed forces, responsible for defending the country’s territory and supporting national security 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 Interim Government forces Triple: [Second Battle of Fallujah, belligerent, Iraqi Interim Government forces]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iraqi Interim Government forces Target entity description: 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.
-
A.
Jordanian Armed Forces
The Jordanian Armed Forces are the military organization of the Hashemite Kingdom of Jordan, responsible for national defense and known for their professionalism and role in regional security.
-
B.
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.
-
C.
United Nations Emergency Force
The United Nations Emergency Force was the first major UN peacekeeping mission, created in 1956 to supervise the ceasefire and withdrawal of forces after the Suez Crisis.
-
D.
Egyptian Armed Forces
The Egyptian Armed Forces are the unified military forces of Egypt, comprising its army, navy, air force, and air defense, and are among the largest and most influential militaries in the Middle East.
-
E.
Royal Army of Oman
The Royal Army of Oman is the land warfare branch of Oman’s armed forces, responsible for defending the country’s territory and supporting national security 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_69a254bca59881909a15e1496f1508c7 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25be47ea881909c296b30a0d47a65 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3232f11a08190ad532c68d9e8e2da |
completed | Feb. 28, 2026, 5:17 p.m. |
| NEDg | Description generation | batch_69a3244be2b48190a44c07f04ddc623d |
completed | Feb. 28, 2026, 5:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a324b5516c8190bda5ecb3c4c0d370 |
completed | Feb. 28, 2026, 5:24 p.m. |
Created at: Feb. 28, 2026, 2:44 a.m.