Triple
T1799438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Foundation |
E39680
|
entity |
| Predicate | involvesPlan |
P29774
|
FINISHED |
| Object | Seldon Plan |
E200991
|
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: Seldon Plan | Statement: [Second Foundation, involvesPlan, Seldon Plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seldon Plan Context triple: [Second Foundation, involvesPlan, Seldon Plan]
-
A.
Seldon Plan
chosen
The Seldon Plan is a long-term, mathematically derived strategy in Isaac Asimov’s Foundation series designed to guide humanity through a predicted dark age and shorten the collapse of galactic civilization.
-
B.
The Machine
The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
-
C.
The Masterplan
"The Masterplan" is a 1995 B-side compilation track by British rock band Oasis, widely regarded by fans and critics as one of their finest songs despite initially not appearing on a studio album.
-
D.
The Sentinel
The Sentinel is a 1977 supernatural horror film known for its eerie atmosphere and cult status, in which Christopher Walken appears among an ensemble cast.
-
E.
The Sentinel
"The Sentinel" is a seminal science fiction short story by Arthur C. Clarke that helped inspire the concept and themes of his later work "2001: A Space Odyssey."
- 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: involvesPlan Context triple: [Second Foundation, involvesPlan, Seldon Plan]
-
A.
partOfPlan
chosen
Indicates that one entity is included as a component or step within a broader plan or strategy.
-
B.
plannedUnder
Indicates that one entity has been scheduled, organized, or arranged to occur within the scope, authority, or framework of another entity.
-
C.
involves
Indicates that an entity participates in, is a part of, or is implicated within a particular event, process, or relationship.
-
D.
hasPlan
Indicates that an entity possesses or is associated with a specific plan or course of action.
-
E.
planned
Indicates that an entity has intentionally arranged or scheduled another entity or event to occur in the future.
- 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_69a88632aa588190ba3978fde0db5bbd |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69ab61b6ea188190aab9fb839bf1e367 |
completed | March 6, 2026, 11:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf5645808190a774d96cfe5c5e58 |
completed | March 8, 2026, 6:26 p.m. |
| PD | Predicate disambiguation | batch_69aa61d2f7a8819090301f92d3e358c7 |
completed | March 6, 2026, 5:10 a.m. |
Created at: March 4, 2026, 7:32 p.m.