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.