Triple
T23029725
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kill Chain: The Rise of the High-Tech Assassins |
E573422
|
entity |
| Predicate | criticizes |
P437
|
FINISHED |
| Object | military-industrial complex |
—
|
NE NERFINISHED |
How this triple was built (2 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: military-industrial complex | Statement: [Kill Chain: The Rise of the High-Tech Assassins, criticizes, military-industrial complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: military-industrial complex Context triple: [Kill Chain: The Rise of the High-Tech Assassins, criticizes, military-industrial complex]
-
A.
military–industrial complex
chosen
The military–industrial complex is the network of relationships between a nation's armed forces, government, and defense industries that drives and benefits from sustained military spending and arms production.
-
B.
Soviet military–industrial complex
The Soviet military–industrial complex was the vast network of state-controlled defense industries, research institutions, and government bodies that designed, produced, and maintained the USSR’s military hardware and strategic capabilities.
-
C.
U.S. defense industrial base
The U.S. defense industrial base is the nationwide network of companies, facilities, and workers that design, produce, and maintain military equipment and technologies for the United States armed forces.
-
D.
NATO defense industries
NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
-
E.
Japanese military–industrial complex
The Japanese military–industrial complex was the network of government arsenals, private arms manufacturers, and supporting industries that supplied Imperial Japan’s armed forces, especially during its militarization and wars in the late 19th and early 20th centuries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245b911188190bc3d96326c847969 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f184803e908190b1e58545b9c3d587 |
completed | April 29, 2026, 4:09 a.m. |
Created at: April 17, 2026, 3:53 p.m.