Triple
T11003131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sequence to Sequence Learning with Neural Networks |
E260048
|
entity |
| Predicate | demonstratedOn |
P48401
|
FINISHED |
| Object |
WMT English-French dataset
The WMT English-French dataset is a large-scale parallel corpus of English–French sentence pairs widely used as a benchmark for training and evaluating machine translation systems.
|
E899019
|
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: WMT English-French dataset | Statement: [Sequence to Sequence Learning with Neural Networks, demonstratedOn, WMT English-French dataset]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WMT English-French dataset Context triple: [Sequence to Sequence Learning with Neural Networks, demonstratedOn, WMT English-French dataset]
-
A.
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.
-
B.
WMT
WMT is the stock ticker symbol for Walmart Inc., the multinational retail corporation that operates a chain of hypermarkets, discount department stores, and grocery stores.
-
C.
Oxford Dictionaries American English corpus
The Oxford Dictionaries American English corpus is a large, curated collection of contemporary American English texts used to analyze usage and inform the content of Oxford’s American English dictionaries.
-
D.
Hugging Face Datasets
Hugging Face Datasets is an open-source library that provides a large collection of ready-to-use datasets and efficient data loading tools for machine learning and natural language processing workflows.
-
E.
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.
- 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: WMT English-French dataset Triple: [Sequence to Sequence Learning with Neural Networks, demonstratedOn, WMT English-French dataset]
Generated description
The WMT English-French dataset is a large-scale parallel corpus of English–French sentence pairs widely used as a benchmark for training and evaluating machine translation systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WMT English-French dataset Target entity description: The WMT English-French dataset is a large-scale parallel corpus of English–French sentence pairs widely used as a benchmark for training and evaluating machine translation systems.
-
A.
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.
-
B.
WMT
WMT is the stock ticker symbol for Walmart Inc., the multinational retail corporation that operates a chain of hypermarkets, discount department stores, and grocery stores.
-
C.
Oxford Dictionaries American English corpus
The Oxford Dictionaries American English corpus is a large, curated collection of contemporary American English texts used to analyze usage and inform the content of Oxford’s American English dictionaries.
-
D.
Hugging Face Datasets
Hugging Face Datasets is an open-source library that provides a large collection of ready-to-use datasets and efficient data loading tools for machine learning and natural language processing workflows.
-
E.
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.
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797546f448190946ee6442d657dc5 |
completed | April 9, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3453d181081908cb58a957f4d1295 |
completed | April 18, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69e35570b0bc8190a939b0c8e3ce8105 |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e359508a388190a16d48a17015e13e |
completed | April 18, 2026, 10:13 a.m. |
Created at: April 8, 2026, 9:25 p.m.