Triple
T4752941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnny Rico |
E105519
|
entity |
| Predicate | homeCountry |
P1083
|
FINISHED |
| Object |
Terran Federation
The Terran Federation is the militaristic, spacefaring human government in Robert A. Heinlein’s novel "Starship Troopers," where full citizenship is earned through federal service.
|
E467468
|
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: Terran Federation | Statement: [Johnny Rico, homeCountry, Terran Federation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Terran Federation Context triple: [Johnny Rico, homeCountry, Terran Federation]
-
A.
Gallente Federation
The Gallente Federation is a major playable faction in the sci-fi MMO EVE Online, known for its democratic ideals, advanced drone and hybrid weapon technology, and distinctive focus on freedom and individualism.
-
B.
Caldari State
Caldari State is a major authoritarian, corporate-dominated spacefaring faction in the EVE Online universe, known for its powerful megacorporations, advanced missile technology, and strong emphasis on order and efficiency.
-
C.
Cardassian Union
The Cardassian Union is a militaristic, authoritarian interstellar state in the Star Trek universe, known for its secret police, expansionist policies, and tense conflicts with neighboring powers like Bajor and the Federation.
-
D.
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.
-
E.
Romulan Star Empire
The Romulan Star Empire is a major interstellar state in the Star Trek universe, known for its secretive and authoritarian society, powerful military, and long-standing rivalry with the United Federation of Planets.
- 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: Terran Federation Triple: [Johnny Rico, homeCountry, Terran Federation]
Generated description
The Terran Federation is the militaristic, spacefaring human government in Robert A. Heinlein’s novel "Starship Troopers," where full citizenship is earned through federal service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Terran Federation Target entity description: The Terran Federation is the militaristic, spacefaring human government in Robert A. Heinlein’s novel "Starship Troopers," where full citizenship is earned through federal service.
-
A.
Gallente Federation
The Gallente Federation is a major playable faction in the sci-fi MMO EVE Online, known for its democratic ideals, advanced drone and hybrid weapon technology, and distinctive focus on freedom and individualism.
-
B.
Caldari State
Caldari State is a major authoritarian, corporate-dominated spacefaring faction in the EVE Online universe, known for its powerful megacorporations, advanced missile technology, and strong emphasis on order and efficiency.
-
C.
Cardassian Union
The Cardassian Union is a militaristic, authoritarian interstellar state in the Star Trek universe, known for its secret police, expansionist policies, and tense conflicts with neighboring powers like Bajor and the Federation.
-
D.
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.
-
E.
Romulan Star Empire
The Romulan Star Empire is a major interstellar state in the Star Trek universe, known for its secretive and authoritarian society, powerful military, and long-standing rivalry with the United Federation of Planets.
- 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64e5fba88190b1f28d1b0eed3f8e |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a6600e481909c3fb1decf23d7d8 |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3d05e8a081908cdcb37620078fa6 |
completed | March 21, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3daa7e0081908971df65613c9df6 |
completed | March 21, 2026, 6:41 a.m. |
Created at: March 20, 2026, 1:20 p.m.