Triple
T18204243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RoBERTa |
E435864
|
entity |
| Predicate | trainingDataSource |
P21073
|
FINISHED |
| Object |
BookCorpus
BookCorpus is a large collection of freely available books commonly used as a pretraining dataset for natural language processing models.
|
E1312410
|
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: BookCorpus | Statement: [RoBERTa, trainingDataSource, BookCorpus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BookCorpus Context triple: [RoBERTa, trainingDataSource, BookCorpus]
-
A.
WebText dataset
The WebText dataset is a large-scale corpus of web pages curated by OpenAI to train language models like GPT-2 on diverse, high-quality internet text.
-
B.
Corpus
Corpus is a common shortened name for Corpus Christi College, one of the historic constituent colleges of the University of Cambridge.
-
C.
Collins Corpus
Collins Corpus is a large, computer-readable collection of real-world English texts used by Collins for corpus-based lexicography and language research.
-
D.
CORDE corpus
The CORDE corpus is a large historical Spanish language corpus compiled by the Royal Spanish Academy, used for studying the evolution and usage of Spanish over time.
-
E.
Waverley Novels corpus
The Waverley Novels corpus is the collective body of historical novels by Sir Walter Scott that helped establish the genre and shaped 19th-century historical fiction.
- 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: BookCorpus Triple: [RoBERTa, trainingDataSource, BookCorpus]
Generated description
BookCorpus is a large collection of freely available books commonly used as a pretraining dataset for natural language processing models.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BookCorpus Target entity description: BookCorpus is a large collection of freely available books commonly used as a pretraining dataset for natural language processing models.
-
A.
WebText dataset
The WebText dataset is a large-scale corpus of web pages curated by OpenAI to train language models like GPT-2 on diverse, high-quality internet text.
-
B.
Corpus
Corpus is a common shortened name for Corpus Christi College, one of the historic constituent colleges of the University of Cambridge.
-
C.
Collins Corpus
Collins Corpus is a large, computer-readable collection of real-world English texts used by Collins for corpus-based lexicography and language research.
-
D.
CORDE corpus
The CORDE corpus is a large historical Spanish language corpus compiled by the Royal Spanish Academy, used for studying the evolution and usage of Spanish over time.
-
E.
Waverley Novels corpus
The Waverley Novels corpus is the collective body of historical novels by Sir Walter Scott that helped establish the genre and shaped 19th-century historical fiction.
- 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e221bbbc819088a7559a46b7d4e7 |
completed | April 19, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f0e52108190913cc5c667619d89 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a039fdd9c4c819083b450657d0ece43 |
completed | May 12, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a0d6de8c8190b1f94c7de0856143 |
completed | May 12, 2026, 9:51 p.m. |
Created at: April 10, 2026, 10:32 a.m.