Triple
T19098623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bug War |
E467470
|
entity |
| Predicate | setInUniverse |
P16450
|
FINISHED |
| Object |
Robert A. Heinlein’s Starship Troopers universe
Robert A. Heinlein’s Starship Troopers universe is a militaristic science fiction setting centered on humanity’s expansion into space, powered armor infantry, and interstellar war against alien species such as the Arachnids.
|
E1358266
|
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: Robert A. Heinlein’s Starship Troopers universe | Statement: [Bug War, setInUniverse, Robert A. Heinlein’s Starship Troopers universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert A. Heinlein’s Starship Troopers universe Context triple: [Bug War, setInUniverse, Robert A. Heinlein’s Starship Troopers universe]
-
A.
Asimov universe
The Asimov universe is the shared science fiction setting created by Isaac Asimov, encompassing his robot, Foundation, and related stories that explore advanced robotics, psychohistory, and the future of humanity.
-
B.
Confederation Universe
Confederation Universe is a far-future, spacefaring science fiction setting created by Peter F. Hamilton, featuring advanced human civilizations, alien species, and sprawling interstellar conflicts.
-
C.
Known Space
Known Space is a shared science fiction universe created by Larry Niven, featuring a far-future setting with advanced human and alien civilizations, of which the Ringworld is one of the most famous locations.
-
D.
The Terro-Human Future History
The Terro-Human Future History is a science fiction future history series by H. Beam Piper that chronicles the long-term development of human civilization across space and time.
-
E.
Fred Saberhagen's Berserker series
Fred Saberhagen's Berserker series is a classic science fiction saga about relentless, self-replicating machines bent on exterminating all life in the galaxy.
- 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: Robert A. Heinlein’s Starship Troopers universe Triple: [Bug War, setInUniverse, Robert A. Heinlein’s Starship Troopers universe]
Generated description
Robert A. Heinlein’s Starship Troopers universe is a militaristic science fiction setting centered on humanity’s expansion into space, powered armor infantry, and interstellar war against alien species such as the Arachnids.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert A. Heinlein’s Starship Troopers universe Target entity description: Robert A. Heinlein’s Starship Troopers universe is a militaristic science fiction setting centered on humanity’s expansion into space, powered armor infantry, and interstellar war against alien species such as the Arachnids.
-
A.
Asimov universe
The Asimov universe is the shared science fiction setting created by Isaac Asimov, encompassing his robot, Foundation, and related stories that explore advanced robotics, psychohistory, and the future of humanity.
-
B.
Confederation Universe
Confederation Universe is a far-future, spacefaring science fiction setting created by Peter F. Hamilton, featuring advanced human civilizations, alien species, and sprawling interstellar conflicts.
-
C.
Known Space
Known Space is a shared science fiction universe created by Larry Niven, featuring a far-future setting with advanced human and alien civilizations, of which the Ringworld is one of the most famous locations.
-
D.
The Terro-Human Future History
The Terro-Human Future History is a science fiction future history series by H. Beam Piper that chronicles the long-term development of human civilization across space and time.
-
E.
Fred Saberhagen's Berserker series
Fred Saberhagen's Berserker series is a classic science fiction saga about relentless, self-replicating machines bent on exterminating all life in the galaxy.
- 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e36c55688190b4a5135ea10c9924 |
completed | April 20, 2026, 8:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05dd9b4e0c8190b235b0d7a068a1e7 |
completed | May 14, 2026, 2:35 p.m. |
| NEDg | Description generation | batch_6a05dfcf14788190a75298641ba20e0e |
completed | May 14, 2026, 2:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e10ae8188190a9dce95fa838ff7f |
completed | May 14, 2026, 2:49 p.m. |
Created at: April 10, 2026, 12:04 p.m.