Triple
T4666680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Star Wars novels |
E102861
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Heir to the Empire
Heir to the Empire is a bestselling Star Wars Expanded Universe novel by Timothy Zahn that launched the Thrawn Trilogy and revitalized interest in Star Wars in the early 1990s.
|
E465899
|
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: Heir to the Empire | Statement: [Star Wars novels, notableWork, Heir to the Empire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heir to the Empire Context triple: [Star Wars novels, notableWork, Heir to the Empire]
-
A.
Rise of the Galactic Empire
The Rise of the Galactic Empire is the pivotal transformation in the Star Wars saga in which the democratic Galactic Republic collapses and is replaced by Emperor Palpatine’s authoritarian regime, setting the stage for the original trilogy’s conflict.
-
B.
Legacy of the Force
Legacy of the Force is a nine-book Star Wars novel series set in the post–Return of the Jedi Expanded Universe, chronicling the rise of a new Sith threat and the resulting galactic civil war.
-
C.
The New Jedi Order
The New Jedi Order is a Star Wars novel series set decades after the original films, chronicling the galaxy’s war against the extragalactic Yuuzhan Vong and the evolution of Luke Skywalker’s new Jedi Order.
-
D.
Dark Lords of the Sith
Dark Lords of the Sith is a Star Wars: Tales of the Jedi comic subseries that explores the rise of ancient Sith powers and pivotal events in the Old Republic era.
-
E.
Star Wars: Hidden Empire
Star Wars: Hidden Empire is a Marvel Comics limited series set in the Star Wars universe that follows Qi'ra’s secretive campaign against the Sith and the Galactic Empire.
- 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: Heir to the Empire Triple: [Star Wars novels, notableWork, Heir to the Empire]
Generated description
Heir to the Empire is a bestselling Star Wars Expanded Universe novel by Timothy Zahn that launched the Thrawn Trilogy and revitalized interest in Star Wars in the early 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heir to the Empire Target entity description: Heir to the Empire is a bestselling Star Wars Expanded Universe novel by Timothy Zahn that launched the Thrawn Trilogy and revitalized interest in Star Wars in the early 1990s.
-
A.
Rise of the Galactic Empire
The Rise of the Galactic Empire is the pivotal transformation in the Star Wars saga in which the democratic Galactic Republic collapses and is replaced by Emperor Palpatine’s authoritarian regime, setting the stage for the original trilogy’s conflict.
-
B.
Legacy of the Force
Legacy of the Force is a nine-book Star Wars novel series set in the post–Return of the Jedi Expanded Universe, chronicling the rise of a new Sith threat and the resulting galactic civil war.
-
C.
The New Jedi Order
The New Jedi Order is a Star Wars novel series set decades after the original films, chronicling the galaxy’s war against the extragalactic Yuuzhan Vong and the evolution of Luke Skywalker’s new Jedi Order.
-
D.
Dark Lords of the Sith
Dark Lords of the Sith is a Star Wars: Tales of the Jedi comic subseries that explores the rise of ancient Sith powers and pivotal events in the Old Republic era.
-
E.
Star Wars: Hidden Empire
Star Wars: Hidden Empire is a Marvel Comics limited series set in the Star Wars universe that follows Qi'ra’s secretive campaign against the Sith and the Galactic Empire.
- F. None of above. chosen
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_69bd43d9cba4819086c1ab1c2d9d2133 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd633d87788190a3c8946ed6995062 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be39bb60d88190b44e468904c85af9 |
completed | March 21, 2026, 6:24 a.m. |
| NEDg | Description generation | batch_69be3b7d0e3c8190a4c4fabee0299908 |
completed | March 21, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3c059b1c819084fa4c30e576fd2e |
completed | March 21, 2026, 6:34 a.m. |
Created at: March 20, 2026, 1:15 p.m.