Triple
T8579341
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Janov Pelorat |
E203128
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
Second Foundation era Foundation
The Second Foundation era Foundation is the later incarnation of Isaac Asimov’s galactic organization dedicated to guiding humanity’s future through psychohistory during the period when the secretive Second Foundation exerts significant influence.
|
E39680
|
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: Second Foundation era Foundation | Statement: [Janov Pelorat, affiliation, Second Foundation era Foundation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Second Foundation era Foundation Context triple: [Janov Pelorat, affiliation, Second Foundation era Foundation]
-
A.
Prelude to Foundation
Prelude to Foundation is a science fiction novel by Isaac Asimov that explores the early life of Hari Seldon and the origins of his revolutionary science of psychohistory within the Foundation universe.
-
B.
Second Foundation
Second Foundation is a science fiction novel by Isaac Asimov that concludes his original Foundation trilogy, focusing on a secretive group of mentalics guiding the fate of the Galactic Empire.
-
C.
novel "Foundation and Empire"
"Foundation and Empire" is a science fiction novel by Isaac Asimov that continues the story of the Foundation’s struggle for survival and influence as it confronts both the decaying Galactic Empire and the mysterious figure known as the Mule.
-
D.
novel Foundation
Foundation is a landmark science fiction novel by Isaac Asimov that introduces the concept of psychohistory and chronicles the efforts to preserve knowledge and civilization as a vast galactic empire collapses.
-
E.
Future Foundation
Future Foundation is a think-tank style superhero team founded by Mister Fantastic to solve major scientific and cosmic problems, often featuring young prodigies and occasional members like Spider-Man.
- 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: Second Foundation era Foundation Triple: [Janov Pelorat, affiliation, Second Foundation era Foundation]
Generated description
The Second Foundation era Foundation is the later incarnation of Isaac Asimov’s galactic organization dedicated to guiding humanity’s future through psychohistory during the period when the secretive Second Foundation exerts significant influence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Second Foundation era Foundation Target entity description: The Second Foundation era Foundation is the later incarnation of Isaac Asimov’s galactic organization dedicated to guiding humanity’s future through psychohistory during the period when the secretive Second Foundation exerts significant influence.
-
A.
Prelude to Foundation
Prelude to Foundation is a science fiction novel by Isaac Asimov that explores the early life of Hari Seldon and the origins of his revolutionary science of psychohistory within the Foundation universe.
-
B.
Second Foundation
chosen
Second Foundation is a science fiction novel by Isaac Asimov that concludes his original Foundation trilogy, focusing on a secretive group of mentalics guiding the fate of the Galactic Empire.
-
C.
novel "Foundation and Empire"
"Foundation and Empire" is a science fiction novel by Isaac Asimov that continues the story of the Foundation’s struggle for survival and influence as it confronts both the decaying Galactic Empire and the mysterious figure known as the Mule.
-
D.
novel "Foundation's Edge"
"Foundation's Edge" is a science fiction novel by Isaac Asimov that continues the story of the Foundation centuries after its founding, exploring political intrigue, the search for the mythical Second Foundation, and the evolution of psychohistory.
-
E.
novel Foundation
Foundation is a landmark science fiction novel by Isaac Asimov that introduces the concept of psychohistory and chronicles the efforts to preserve knowledge and civilization as a vast galactic empire collapses.
- F. None of above.
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_69ca8328ebe481909a8c038fa79959b4 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbea9a0708819084cb8b8d84017864 |
completed | March 31, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce89a5d18c81908a21cf5e5944d6e1 |
completed | April 2, 2026, 3:22 p.m. |
| NEDg | Description generation | batch_69ce8ac1dba48190bbad47a762130aab |
completed | April 2, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8eae70008190b2c7bbe4ce8d4c0a |
completed | April 2, 2026, 3:43 p.m. |
Created at: March 30, 2026, 6:22 p.m.