Triple
T5143728
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United Federation of Planets |
E116018
|
entity |
| Predicate | notableAdversaries |
P11706
|
FINISHED |
| Object |
Klingon Empire
The Klingon Empire is a major interstellar state in the Star Trek universe, known for its warrior culture, strict honor code, and powerful military.
|
E500081
|
NE FINISHED |
How this triple was built (5 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: Klingon Empire | Statement: [United Federation of Planets, notableAdversaries, Klingon Empire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klingon Empire Context triple: [United Federation of Planets, notableAdversaries, Klingon Empire]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Amarr Empire
The Amarr Empire is a major theocratic, slave-holding human faction in the EVE Online universe, known for its powerful laser-armed ships and rigid religious hierarchy.
- 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: Klingon Empire Triple: [United Federation of Planets, notableAdversaries, Klingon Empire]
Generated description
The Klingon Empire is a major interstellar state in the Star Trek universe, known for its warrior culture, strict honor code, and powerful military.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Klingon Empire Target entity description: The Klingon Empire is a major interstellar state in the Star Trek universe, known for its warrior culture, strict honor code, and powerful military.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Amarr Empire
The Amarr Empire is a major theocratic, slave-holding human faction in the EVE Online universe, known for its powerful laser-armed ships and rigid religious hierarchy.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableAdversaries Context triple: [United Federation of Planets, notableAdversaries, Klingon Empire]
-
A.
notableAdversary
chosen
Indicates that one entity is recognized as a significant or prominent opponent or rival of another entity.
-
B.
notableAdversaryFormation
Indicates the formation or establishment of a significant opposing force, rival group, or adversarial entity in relation to another.
-
C.
notablePrisoner
Indicates that a person is recognized as a significant or noteworthy inmate of a particular prison or detention facility.
-
D.
notableVictim
Indicates that the subject is a person or entity who is notably recognized as a victim of the object (such as an event, crime, or harmful action).
-
E.
notablePolis
Indicates that one entity is a city-state (polis) that holds particular historical, cultural, or political significance in relation to another entity.
- F. None of above.
Provenance (6 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_69bd4446c0e08190a7c29dc74976bf03 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd78d7f4d081908d59adcd86f52f1d |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed920e650819097d8b74fe8b8966a |
completed | March 21, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69bedae9de2081909bd5e872fc0f904e |
completed | March 21, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bedba410448190bffab466812daa7e |
completed | March 21, 2026, 5:55 p.m. |
| PD | Predicate disambiguation | batch_69bd77ae2f10819098bb8939106e1281 |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:43 p.m.