Triple
T1799326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foundation |
E39678
|
entity |
| Predicate | protagonistRole |
P8706
|
FINISHED |
| Object |
Hari Seldon is the creator of psychohistory
Hari Seldon is a central figure in Isaac Asimov's Foundation series, a visionary mathematician whose predictive science of psychohistory shapes the fate of the Galactic Empire.
|
E200990
|
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: Hari Seldon is the creator of psychohistory | Statement: [Foundation, protagonistRole, Hari Seldon is the creator of psychohistory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hari Seldon is the creator of psychohistory Context triple: [Foundation, protagonistRole, Hari Seldon is the creator of psychohistory]
-
A.
Isaac Asimov
Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
-
B.
David Asimov
David Asimov is the son of famed science fiction author Isaac Asimov, known primarily for this familial connection.
-
C.
Haldeman
Haldeman is a surname most notably associated with H. R. Haldeman, the White House Chief of Staff under U.S. President Richard Nixon and a central figure in the Watergate scandal.
-
D.
Haldeman
Haldeman is the maiden surname of model and dietitian Maye Musk, mother of entrepreneur Elon Musk.
-
E.
Asimov's Chronology of the World
Asimov's Chronology of the World is a comprehensive historical reference book by Isaac Asimov that presents a chronological overview of world history from prehistoric times to the modern era.
- 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: Hari Seldon is the creator of psychohistory Triple: [Foundation, protagonistRole, Hari Seldon is the creator of psychohistory]
Generated description
Hari Seldon is a central figure in Isaac Asimov's Foundation series, a visionary mathematician whose predictive science of psychohistory shapes the fate of the Galactic Empire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hari Seldon is the creator of psychohistory Target entity description: Hari Seldon is a central figure in Isaac Asimov's Foundation series, a visionary mathematician whose predictive science of psychohistory shapes the fate of the Galactic Empire.
-
A.
Isaac Asimov
Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
-
B.
David Asimov
David Asimov is the son of famed science fiction author Isaac Asimov, known primarily for this familial connection.
-
C.
Haldeman
Haldeman is a surname most notably associated with H. R. Haldeman, the White House Chief of Staff under U.S. President Richard Nixon and a central figure in the Watergate scandal.
-
D.
Haldeman
Haldeman is the maiden surname of model and dietitian Maye Musk, mother of entrepreneur Elon Musk.
-
E.
Asimov's Chronology of the World
Asimov's Chronology of the World is a comprehensive historical reference book by Isaac Asimov that presents a chronological overview of world history from prehistoric times to the modern era.
- 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_69a88632aa588190ba3978fde0db5bbd |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6569b2e48190a56cf48160796d2e |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5d8da888190a88f3bd8036e19f4 |
completed | March 8, 2026, 5:46 p.m. |
| NEDg | Description generation | batch_69adb69c149081908b5b819c068a1ce2 |
completed | March 8, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb8be528c819092a5e22b099fc2a0 |
completed | March 8, 2026, 5:58 p.m. |
Created at: March 4, 2026, 7:32 p.m.