Triple
T332103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Just Cause |
E6646
|
entity |
| Predicate | belligerent |
P375
|
FINISHED |
| Object |
Panamanian Defense Forces
The Panamanian Defense Forces were the former combined military and security apparatus of Panama, led for years by General Manuel Noriega until their defeat and disbandment following the 1989 U.S. invasion.
|
E42160
|
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: Panamanian Defense Forces | Statement: [Operation Just Cause, belligerent, Panamanian Defense Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panamanian Defense Forces Context triple: [Operation Just Cause, belligerent, Panamanian Defense Forces]
-
A.
Armed Forces of Ecuador
The Armed Forces of Ecuador are the country's military organization responsible for national defense, comprising the army, navy, and air force.
-
B.
Armed Forces of Chile
The Armed Forces of Chile are the country’s professional military organization, comprising its army, navy, and air force responsible for national defense and security.
-
C.
Philippine Navy
The Philippine Navy is the naval warfare branch of the Armed Forces of the Philippines, responsible for safeguarding the country’s maritime interests and territorial waters.
-
D.
Chilean Air Force
The Chilean Air Force is the aerial warfare branch of Chile’s armed forces, responsible for the country’s air defense, military aviation operations, and support of national security and humanitarian missions.
-
E.
Chilean Navy
The Chilean Navy is the maritime branch of Chile’s armed forces, responsible for defending the nation’s territorial waters, coastline, and maritime interests.
- 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: Panamanian Defense Forces Triple: [Operation Just Cause, belligerent, Panamanian Defense Forces]
Generated description
The Panamanian Defense Forces were the former combined military and security apparatus of Panama, led for years by General Manuel Noriega until their defeat and disbandment following the 1989 U.S. invasion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Panamanian Defense Forces Target entity description: The Panamanian Defense Forces were the former combined military and security apparatus of Panama, led for years by General Manuel Noriega until their defeat and disbandment following the 1989 U.S. invasion.
-
A.
Armed Forces of Ecuador
The Armed Forces of Ecuador are the country's military organization responsible for national defense, comprising the army, navy, and air force.
-
B.
Armed Forces of Chile
The Armed Forces of Chile are the country’s professional military organization, comprising its army, navy, and air force responsible for national defense and security.
-
C.
Philippine Navy
The Philippine Navy is the naval warfare branch of the Armed Forces of the Philippines, responsible for safeguarding the country’s maritime interests and territorial waters.
-
D.
Chilean Air Force
The Chilean Air Force is the aerial warfare branch of Chile’s armed forces, responsible for the country’s air defense, military aviation operations, and support of national security and humanitarian missions.
-
E.
Chilean Navy
The Chilean Navy is the maritime branch of Chile’s armed forces, responsible for defending the nation’s territorial waters, coastline, and maritime interests.
- 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_69a2e79434908190a9d5afe415153ad9 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2eab1a7048190ac690ddc2e294914 |
completed | Feb. 28, 2026, 1:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3cff25c60819090efef98f76675f4 |
completed | March 1, 2026, 5:34 a.m. |
| NEDg | Description generation | batch_69a3d07284288190bfe67602562ec0b5 |
completed | March 1, 2026, 5:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d0fb4a88819096823bed2d1a65e3 |
completed | March 1, 2026, 5:39 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.