Triple
T8492361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foundation versus the Mule |
E201003
|
entity |
| Predicate | hasOpposingGroup |
P17627
|
FINISHED |
| Object | Second Foundation |
E39680
|
NE FINISHED |
How this triple was built (3 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 | Statement: [Foundation versus the Mule, hasOpposingGroup, Second Foundation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Second Foundation Context triple: [Foundation versus the Mule, hasOpposingGroup, Second Foundation]
-
A.
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.
-
B.
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.
-
C.
The Twenty-Seventh City
The Twenty-Seventh City is Jonathan Franzen’s debut novel, a darkly satirical political thriller set in St. Louis that explores themes of power, urban decline, and social manipulation.
-
D.
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.
-
E.
The Lion of Comarre
The Lion of Comarre is a science fiction story by Arthur C. Clarke that explores a man's search for a legendary, long-abandoned utopian city filled with advanced technology and hidden truths.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasOpposingGroup Context triple: [Foundation versus the Mule, hasOpposingGroup, Second Foundation]
-
A.
hasOpposingSide
Indicates that one entity possesses or is associated with another entity that lies on the opposite or facing side relative to a reference orientation or boundary.
-
B.
hasAntagonistGroup
chosen
Indicates that an entity is opposed or challenged by a specific group acting as its antagonist.
-
C.
hasOpposingFaction
Indicates that one faction stands in opposition or conflict to another faction.
-
D.
hasOpposingForceType
Indicates that one force is characterized as being of a type that opposes or counteracts another force.
-
E.
opposedByGroup
Indicates that an action, proposal, or entity is met with opposition or resistance from a particular group.
- F. None of above.
Provenance (4 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe55cf5dc81908cad31ac53e15b46 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfeace262881909dedeb1a07e95279 |
completed | April 3, 2026, 4:29 p.m. |
| PD | Predicate disambiguation | batch_69cbd10a4b0881909e254117780dc823 |
completed | March 31, 2026, 1:50 p.m. |
Created at: March 30, 2026, 6:13 p.m.