Triple
T16759321
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AFLCMC |
E407297
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Air Force weapon system programs
Air Force weapon system programs are the U.S. Air Force’s major acquisition and sustainment efforts that develop, procure, and maintain aircraft, missiles, electronics, and related combat support systems.
|
E306544
|
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: Air Force weapon system programs | Statement: [AFLCMC, oversees, Air Force weapon system programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Force weapon system programs Context triple: [AFLCMC, oversees, Air Force weapon system programs]
-
A.
USAF flight test program
The USAF flight test program is a United States Air Force initiative dedicated to experimentally evaluating and advancing new aircraft, aerospace technologies, and flight systems under controlled test conditions.
-
B.
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.
-
C.
Airman Systems Directorate
The Airman Systems Directorate is a research and development organization within the U.S. Air Force focused on advancing technologies and systems that enhance airmen’s performance, safety, and effectiveness.
-
D.
Integrated Aviation Systems Program
The Integrated Aviation Systems Program is a NASA aeronautics initiative that conducts flight research and technology demonstrations to advance safer, more efficient, and transformative aviation systems.
-
E.
F-16 program
The F-16 program is a major fighter aircraft development and production initiative centered on the F-16 Fighting Falcon, a widely used multirole combat jet operated by numerous air forces worldwide.
- 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: Air Force weapon system programs Triple: [AFLCMC, oversees, Air Force weapon system programs]
Generated description
Air Force weapon system programs are the U.S. Air Force’s major acquisition and sustainment efforts that develop, procure, and maintain aircraft, missiles, electronics, and related combat support systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Air Force weapon system programs Target entity description: Air Force weapon system programs are the U.S. Air Force’s major acquisition and sustainment efforts that develop, procure, and maintain aircraft, missiles, electronics, and related combat support systems.
-
A.
USAF flight test program
The USAF flight test program is a United States Air Force initiative dedicated to experimentally evaluating and advancing new aircraft, aerospace technologies, and flight systems under controlled test conditions.
-
B.
Major Defense Acquisition Programs
chosen
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.
-
C.
Airman Systems Directorate
The Airman Systems Directorate is a research and development organization within the U.S. Air Force focused on advancing technologies and systems that enhance airmen’s performance, safety, and effectiveness.
-
D.
Integrated Aviation Systems Program
The Integrated Aviation Systems Program is a NASA aeronautics initiative that conducts flight research and technology demonstrations to advance safer, more efficient, and transformative aviation systems.
-
E.
F-16 program
The F-16 program is a major fighter aircraft development and production initiative centered on the F-16 Fighting Falcon, a widely used multirole combat jet operated by numerous air forces worldwide.
- 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_69d8839174188190909f190097207065 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3abeb3ab08190918f6bff686858be |
completed | April 18, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00a52b17b88190af24c04d16980c9f |
completed | May 10, 2026, 3:32 p.m. |
| NEDg | Description generation | batch_6a00a5e1eea8819088553ac6673e9b1c |
completed | May 10, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00a68b92b48190865ddd477a8ba1c6 |
completed | May 10, 2026, 3:38 p.m. |
Created at: April 10, 2026, 5:21 a.m.