Triple
T18204369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | XLNet |
E435866
|
entity |
| Predicate | achievedStateOfTheArtOn |
P1518
|
FINISHED |
| Object | SQuAD 2.0 |
—
|
NE NERFINISHED |
How this triple was built (3 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: SQuAD 2.0 | Statement: [XLNet, achievedStateOfTheArtOn, SQuAD 2.0]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SQuAD 2.0 Context triple: [XLNet, achievedStateOfTheArtOn, SQuAD 2.0]
-
A.
MRPC
MRPC is the commonly used abbreviation for the Model Rules of Professional Conduct, a set of ethical standards governing lawyers’ professional behavior in the United States.
-
B.
DECsystem-20
DECsystem-20 is a family of 36-bit mainframe computers from Digital Equipment Corporation, widely used in the 1970s and 1980s for time-sharing and running the TOPS-20 operating system.
-
C.
Longformer
Longformer is a transformer-based neural network architecture designed for efficient processing of very long sequences using sparse attention mechanisms.
-
D.
Unitxt
Unitxt is an experimental electronic music album by German artist Alva Noto, known for its minimalist, glitch-based sound design and conceptual approach to rhythm and data.
-
E.
mBART
mBART is a multilingual sequence-to-sequence Transformer model designed for tasks like machine translation and text generation across many languages.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SQuAD 2.0 Target entity description: SQuAD 2.0 is a widely used reading comprehension benchmark dataset that tests machine learning models’ ability to answer questions from passages while also handling unanswerable queries.
-
A.
MRPC
MRPC is the commonly used abbreviation for the Model Rules of Professional Conduct, a set of ethical standards governing lawyers’ professional behavior in the United States.
-
B.
DECsystem-20
DECsystem-20 is a family of 36-bit mainframe computers from Digital Equipment Corporation, widely used in the 1970s and 1980s for time-sharing and running the TOPS-20 operating system.
-
C.
Longformer
Longformer is a transformer-based neural network architecture designed for efficient processing of very long sequences using sparse attention mechanisms.
-
D.
Unitxt
Unitxt is an experimental electronic music album by German artist Alva Noto, known for its minimalist, glitch-based sound design and conceptual approach to rhythm and data.
-
E.
mBART
mBART is a multilingual sequence-to-sequence Transformer model designed for tasks like machine translation and text generation across many languages.
- F. None of above. chosen
Provenance (2 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_69e4e222831081908f7d5500424e3acb |
completed | April 19, 2026, 2:09 p.m. |
Created at: April 10, 2026, 10:32 a.m.