Triple
T3807024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nunn–Cohen Amendment |
E93031
|
entity |
| Predicate | established |
P41
|
FINISHED |
| Object |
Major Force Program 11 for special operations funding
Major Force Program 11 is a dedicated U.S. defense budget category that centrally funds and tracks special operations forces and their unique capabilities.
|
E10303
|
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: Major Force Program 11 for special operations funding | Statement: [Nunn–Cohen Amendment, established, Major Force Program 11 for special operations funding]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Major Force Program 11 for special operations funding Context triple: [Nunn–Cohen Amendment, established, Major Force Program 11 for special operations funding]
-
A.
Major Defense Acquisition Programs
Major Defense Acquisition Programs are the U.S. Department of Defense’s largest, most complex, and highest-cost weapon system procurement efforts, subject to rigorous oversight, milestone reviews, and reporting requirements.
-
B.
Military Intelligence Program
The Military Intelligence Program is a U.S. defense funding and management framework that supports intelligence activities conducted by the armed forces to inform military operations and national security decision-making.
-
C.
Rapid Deployment Joint Task Force
The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
-
D.
Operation Product
Operation Product was a major 1947 Dutch military offensive in Indonesia aimed at reasserting colonial control during the Indonesian National Revolution.
-
E.
Rapid Deployment Force
The Rapid Deployment Force is a specialized Colombian military unit designed for swift, high-mobility operations against insurgent and criminal threats across the country.
- 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: Major Force Program 11 for special operations funding Triple: [Nunn–Cohen Amendment, established, Major Force Program 11 for special operations funding]
Generated description
Major Force Program 11 is a dedicated U.S. defense budget category that centrally funds and tracks special operations forces and their unique capabilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Major Force Program 11 for special operations funding Target entity description: Major Force Program 11 is a dedicated U.S. defense budget category that centrally funds and tracks special operations forces and their unique capabilities.
-
A.
Major Defense Acquisition Programs
Major Defense Acquisition Programs are the U.S. Department of Defense’s largest, most complex, and highest-cost weapon system procurement efforts, subject to rigorous oversight, milestone reviews, and reporting requirements.
-
B.
Military Intelligence Program
chosen
The Military Intelligence Program is a U.S. defense funding and management framework that supports intelligence activities conducted by the armed forces to inform military operations and national security decision-making.
-
C.
Rapid Deployment Joint Task Force
The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
-
D.
Operation Product
Operation Product was a major 1947 Dutch military offensive in Indonesia aimed at reasserting colonial control during the Indonesian National Revolution.
-
E.
Rapid Deployment Force
The Rapid Deployment Force is a specialized Colombian military unit designed for swift, high-mobility operations against insurgent and criminal threats across the country.
- F. None of above.
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_69aed96a60088190ab1df8390fffc935 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aee809c5c481909d5412cdd33b458d |
completed | March 9, 2026, 3:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb2d7be48190a041e59b706751a4 |
completed | March 14, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69b4fc463bf48190b604d478f2c3e477 |
completed | March 14, 2026, 6:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fcb59c148190b2b574c787473896 |
completed | March 14, 2026, 6:14 a.m. |
Created at: March 9, 2026, 3:16 p.m.