Triple
T4330268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | O Pioneers! |
E96731
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Emil Bergson
Emil Bergson is a central figure in Willa Cather’s novel "O Pioneers!", representing youthful passion and the struggles of second-generation immigrant life on the American frontier.
|
E430780
|
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: Emil Bergson | Statement: [O Pioneers!, mainCharacter, Emil Bergson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emil Bergson Context triple: [O Pioneers!, mainCharacter, Emil Bergson]
-
A.
Gustav von Vaerst
Gustav von Vaerst was a German Wehrmacht general who commanded armored forces, including in the North African campaign during World War II.
-
B.
Gustaf John Ramstedt
Gustaf John Ramstedt was a Finnish linguist and diplomat best known for his pioneering comparative work on Ural-Altaic and especially Mongolic and Turkic languages, and for helping formulate the Altaic language hypothesis.
-
C.
Emil Praeger
Emil Praeger was an American civil engineer and architect best known for designing major sports venues, including the iconic Dodger Stadium in Los Angeles.
-
D.
Émile Haug
Émile Haug was a French geologist and geophysicist known for his work in structural geology and for helping establish modern Earth sciences in France.
-
E.
Emil Hansen
Emil Hansen, better known as Emil Nolde, was a pioneering German-Danish Expressionist painter famed for his vivid color, emotional intensity, and influential religious and floral works.
- 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: Emil Bergson Triple: [O Pioneers!, mainCharacter, Emil Bergson]
Generated description
Emil Bergson is a central figure in Willa Cather’s novel "O Pioneers!", representing youthful passion and the struggles of second-generation immigrant life on the American frontier.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emil Bergson Target entity description: Emil Bergson is a central figure in Willa Cather’s novel "O Pioneers!", representing youthful passion and the struggles of second-generation immigrant life on the American frontier.
-
A.
Gustav von Vaerst
Gustav von Vaerst was a German Wehrmacht general who commanded armored forces, including in the North African campaign during World War II.
-
B.
Gustaf John Ramstedt
Gustaf John Ramstedt was a Finnish linguist and diplomat best known for his pioneering comparative work on Ural-Altaic and especially Mongolic and Turkic languages, and for helping formulate the Altaic language hypothesis.
-
C.
Emil Praeger
Emil Praeger was an American civil engineer and architect best known for designing major sports venues, including the iconic Dodger Stadium in Los Angeles.
-
D.
Émile Haug
Émile Haug was a French geologist and geophysicist known for his work in structural geology and for helping establish modern Earth sciences in France.
-
E.
Emil Hansen
Emil Hansen, better known as Emil Nolde, was a pioneering German-Danish Expressionist painter famed for his vivid color, emotional intensity, and influential religious and floral works.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3514c39748190900e13e70ed8848c |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09fad588190b488012b4fc6cb8c |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d1614b008190bc98fac7b1029456 |
completed | March 14, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d1c2f77c8190942be9d23c2c9f6b |
completed | March 14, 2026, 9:23 p.m. |
Created at: March 12, 2026, 11:13 p.m.