Triple
T1805804
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Star Wars: Episode I – The Phantom Menace |
E40215
|
entity |
| Predicate | featuresOrganization |
P629
|
FINISHED |
| Object |
Trade Federation
The Trade Federation is a powerful interstellar commerce guild in the Star Wars universe, known for its vast droid armies, control of trade routes, and role in instigating the Naboo crisis.
|
E201149
|
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: Trade Federation | Statement: [Star Wars: Episode I – The Phantom Menace, featuresOrganization, Trade Federation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trade Federation Context triple: [Star Wars: Episode I – The Phantom Menace, featuresOrganization, Trade Federation]
-
A.
United Federation of Planets
The United Federation of Planets is a fictional interstellar federal republic in the Star Trek universe, uniting numerous planets and species under a shared government dedicated to peace, exploration, and cooperation.
-
B.
Maquis
The Maquis were rural guerrilla fighters of the French Resistance during World War II who conducted sabotage, intelligence, and armed operations against German occupation and Vichy authorities.
-
C.
T’ai Federation
The T’ai Federation was an autonomous Tai ethnic polity in northwestern Vietnam under French colonial rule that fielded forces alongside the French during the First Indochina War.
-
D.
Sirius Cybernetics Corporation
Sirius Cybernetics Corporation is a fictional company in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series, notorious for producing irritating and malfunction-prone robots and technology.
-
E.
Club Aurora
Club Aurora is a Bolivian professional football club based in the city of Cochabamba.
- 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: Trade Federation Triple: [Star Wars: Episode I – The Phantom Menace, featuresOrganization, Trade Federation]
Generated description
The Trade Federation is a powerful interstellar commerce guild in the Star Wars universe, known for its vast droid armies, control of trade routes, and role in instigating the Naboo crisis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trade Federation Target entity description: The Trade Federation is a powerful interstellar commerce guild in the Star Wars universe, known for its vast droid armies, control of trade routes, and role in instigating the Naboo crisis.
-
A.
United Federation of Planets
The United Federation of Planets is a fictional interstellar federal republic in the Star Trek universe, uniting numerous planets and species under a shared government dedicated to peace, exploration, and cooperation.
-
B.
Maquis
The Maquis were rural guerrilla fighters of the French Resistance during World War II who conducted sabotage, intelligence, and armed operations against German occupation and Vichy authorities.
-
C.
T’ai Federation
The T’ai Federation was an autonomous Tai ethnic polity in northwestern Vietnam under French colonial rule that fielded forces alongside the French during the First Indochina War.
-
D.
Sirius Cybernetics Corporation
Sirius Cybernetics Corporation is a fictional company in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series, notorious for producing irritating and malfunction-prone robots and technology.
-
E.
Club Aurora
Club Aurora is a Bolivian professional football club based in the city of Cochabamba.
- 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_69a88643a3388190a612f2ebe1fb29e7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa659798b88190bd3070349ce6bebb |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5df20948190943a60c209270b62 |
completed | March 8, 2026, 5:46 p.m. |
| NEDg | Description generation | batch_69adb69c149081908b5b819c068a1ce2 |
completed | March 8, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb8be528c819092a5e22b099fc2a0 |
completed | March 8, 2026, 5:58 p.m. |
Created at: March 4, 2026, 7:32 p.m.