Triple
T8492135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forward the Foundation |
E200997
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Wanda Seldon
Wanda Seldon is a key character in Isaac Asimov's Foundation series, notable for her powerful mentalic abilities and her crucial role in shaping the future of the Foundation.
|
E756055
|
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: Wanda Seldon | Statement: [Forward the Foundation, mainCharacter, Wanda Seldon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wanda Seldon Context triple: [Forward the Foundation, mainCharacter, Wanda Seldon]
-
A.
Hari Seldon
Hari Seldon is a brilliant mathematician and creator of psychohistory in Isaac Asimov’s Foundation series, whose predictive science shapes the fate of the Galactic Empire.
-
B.
Golan Trevize
Golan Trevize is a starship pilot and councilman from Isaac Asimov’s Foundation series, known for his intuitive decision-making that shapes the future course of the galaxy.
-
C.
Raych Seldon
Raych Seldon is the adopted son and loyal aide of mathematician Hari Seldon in Isaac Asimov’s Foundation series, often serving as his protector and operative in political and covert affairs.
-
D.
Luthen Rael
Luthen Rael is a mysterious rebel spymaster and key architect of the early Rebellion against the Empire in the Star Wars series *Andor*.
-
E.
Janov Pelorat
Janov Pelorat is a scholarly historian and linguist in Isaac Asimov's Foundation series, known for his expertise in ancient human history and myths.
- 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: Wanda Seldon Triple: [Forward the Foundation, mainCharacter, Wanda Seldon]
Generated description
Wanda Seldon is a key character in Isaac Asimov's Foundation series, notable for her powerful mentalic abilities and her crucial role in shaping the future of the Foundation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wanda Seldon Target entity description: Wanda Seldon is a key character in Isaac Asimov's Foundation series, notable for her powerful mentalic abilities and her crucial role in shaping the future of the Foundation.
-
A.
Hari Seldon
Hari Seldon is a brilliant mathematician and creator of psychohistory in Isaac Asimov’s Foundation series, whose predictive science shapes the fate of the Galactic Empire.
-
B.
Golan Trevize
Golan Trevize is a starship pilot and councilman from Isaac Asimov’s Foundation series, known for his intuitive decision-making that shapes the future course of the galaxy.
-
C.
Raych Seldon
Raych Seldon is the adopted son and loyal aide of mathematician Hari Seldon in Isaac Asimov’s Foundation series, often serving as his protector and operative in political and covert affairs.
-
D.
Luthen Rael
Luthen Rael is a mysterious rebel spymaster and key architect of the early Rebellion against the Empire in the Star Wars series *Andor*.
-
E.
Janov Pelorat
Janov Pelorat is a scholarly historian and linguist in Isaac Asimov's Foundation series, known for his expertise in ancient human history and myths.
- 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_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_69cf51316b748190bfadf5d898978f55 |
completed | April 3, 2026, 5:33 a.m. |
| NEDg | Description generation | batch_69cf5291147481908179e75547cf981d |
completed | April 3, 2026, 5:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf5331475c8190b3e8c565f0be7dfd |
completed | April 3, 2026, 5:42 a.m. |
Created at: March 30, 2026, 6:13 p.m.