Triple
T14961854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spartan-IV program |
E373082
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | UNSC military project |
C9413
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: UNSC military project Context triple: [Spartan-IV program, instanceOf, UNSC military project]
-
A.
Spartan-IV
The Spartan-IV is a class of next-generation supersoldiers in the Halo universe, created from adult volunteers and enhanced with advanced augmentations and powered armor to serve as elite special operations forces.
-
B.
military project
chosen
A military project is a coordinated, goal-driven initiative undertaken by armed forces or defense organizations to develop, test, or deploy capabilities, technologies, or operations that enhance national security and military effectiveness.
-
C.
sentient super-weapon
A sentient super-weapon is an autonomous, highly destructive entity or system endowed with intelligence, self-awareness, and decision-making capabilities that can influence when, how, and whether its immense power is used.
-
D.
Hydra operative
A Hydra operative is a covert agent loyal to the Hydra organization, trained in espionage, sabotage, and subversion to infiltrate institutions and advance Hydra’s authoritarian agenda.
-
E.
Vanguard
Vanguard: A frontline protector who leads the charge, absorbing damage and controlling the battlefield to shield allies and disrupt enemies.
- F. None of above.
Provenance (1 batch)
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_69d85cca979481908747d2a81eba1cea |
completed | April 10, 2026, 2:13 a.m. |
Created at: April 10, 2026, 2:40 a.m.