Triple
T18301068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Optax |
E438357
|
entity |
| Predicate | providesOptimizer |
P56342
|
FINISHED |
| Object | adafactor |
—
|
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: adafactor | Statement: [Optax, providesOptimizer, adafactor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: adafactor Context triple: [Optax, providesOptimizer, adafactor]
-
A.
ADAV
ADAV was the abbreviation for the General German Workers' Association, one of the first major socialist workers' parties in 19th-century Germany.
-
B.
Apado
Apado is a town and local settlement located within the Ilorin East area of Kwara State, Nigeria.
-
C.
FAF
FAF is the commonly used abbreviation for the Financial Accounting Foundation, the U.S. organization that oversees and supports the creation of financial accounting and reporting standards.
-
D.
FAF
FAF is the governing body responsible for overseeing and organizing football activities and competitions in Algeria.
-
E.
ADF
ADF is the abbreviation for the European Parliament’s Committee on Foreign Affairs, which focuses on the EU’s external relations, trade policy, and development cooperation.
- 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: adafactor Target entity description: Adafactor is an adaptive, memory-efficient optimization algorithm commonly used to train large-scale neural networks, particularly in natural language processing models.
-
A.
ADAV
ADAV was the abbreviation for the General German Workers' Association, one of the first major socialist workers' parties in 19th-century Germany.
-
B.
Apado
Apado is a town and local settlement located within the Ilorin East area of Kwara State, Nigeria.
-
C.
FAF
FAF is the commonly used abbreviation for the Financial Accounting Foundation, the U.S. organization that oversees and supports the creation of financial accounting and reporting standards.
-
D.
FAF
FAF is the governing body responsible for overseeing and organizing football activities and competitions in Algeria.
-
E.
ADF
ADF is the abbreviation for the European Parliament’s Committee on Foreign Affairs, which focuses on the EU’s external relations, trade policy, and development cooperation.
- 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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5017f63dc819083a675d570620f2f |
completed | April 19, 2026, 4:23 p.m. |
Created at: April 10, 2026, 10:35 a.m.