Triple
T4209233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Empire Strikes Back (special edition appearance as Emperor hologram, later versions) |
E93857
|
entity |
| Predicate | hasOverarchingAntagonist |
P32100
|
FINISHED |
| Object | Emperor Palpatine |
E93864
|
NE FINISHED |
How this triple was built (3 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: Emperor Palpatine | Statement: [The Empire Strikes Back (special edition appearance as Emperor hologram, later versions), hasOverarchingAntagonist, Emperor Palpatine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emperor Palpatine Context triple: [The Empire Strikes Back (special edition appearance as Emperor hologram, later versions), hasOverarchingAntagonist, Emperor Palpatine]
-
A.
Emperor Palpatine
chosen
Emperor Palpatine is the primary Sith Lord antagonist of the Star Wars saga, who secretly engineers the fall of the Jedi and the rise of the Galactic Empire.
-
B.
Darth Vader
Darth Vader is an iconic Star Wars villain, a fallen Jedi turned Sith Lord whose black armor, mechanical breathing, and complex redemption arc have made him one of cinema’s most recognizable characters.
-
C.
Count Dooku
Count Dooku is a former Jedi Master who becomes a powerful Sith Lord and political leader of the Separatists in the Star Wars prequel trilogy.
-
D.
Darth Maul
Darth Maul is a Sith Lord from the Star Wars universe, recognizable by his horned, red-and-black tattooed face and double-bladed lightsaber.
-
E.
Supreme Leader Snoke
Supreme Leader Snoke is a powerful dark side figure who leads the First Order as the primary antagonist in the Star Wars sequel trilogy.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasOverarchingAntagonist Context triple: [The Empire Strikes Back (special edition appearance as Emperor hologram, later versions), hasOverarchingAntagonist, Emperor Palpatine]
-
A.
hasAntagonisticProtagonist
Indicates that the work features a main character who opposes or undermines the typical heroic or moral expectations of a traditional protagonist.
-
B.
antagonistOf
Indicates a relationship where one entity actively opposes, conflicts with, or serves as an adversary to another.
-
C.
hasVillain
chosen
Indicates that one entity is the villain or primary antagonist associated with another entity.
-
D.
hasAntagonistGroup
Indicates that an entity is opposed or challenged by a specific group acting as its antagonist.
-
E.
antagonistOccupation
Indicates the role, job, or professional activity that the antagonist character performs.
- F. None of above.
Provenance (4 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34e098da881909a0cc339cc186627 |
completed | March 12, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5ad18e881909950d8f45912fad5 |
completed | March 14, 2026, 11:56 p.m. |
| PD | Predicate disambiguation | batch_69b347efd9b08190bb50f82e4e7fe06d |
completed | March 12, 2026, 11:10 p.m. |
Created at: March 12, 2026, 11:03 p.m.