Triple
T18204127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugging Face |
E435862
|
entity |
| Predicate | notableProduct |
P1448
|
FINISHED |
| Object | Transformers library |
—
|
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: Transformers library | Statement: [Hugging Face, notableProduct, Transformers library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers library Context triple: [Hugging Face, notableProduct, Transformers library]
-
A.
Transformers Metrobase
Transformers Metrobase is a themed area in Universal Studios parks that immerses guests in the world of the Transformers franchise, serving as the setting and queue environment for Transformers: The Ride 3D.
-
B.
Transformers
Transformers is a blockbuster science fiction action franchise centered on sentient robots that can transform into vehicles and other objects, spanning films, television series, comics, and merchandise.
-
C.
Transformers
"Transformers" is a track featured on Warren G's influential West Coast hip hop album *Regulate... G Funk Era*.
-
D.
Transformers video games
Transformers video games are a series of action titles based on the Transformers franchise, featuring robot characters that can transform into vehicles and other forms in combat-driven adventures.
-
E.
The Transformers (Marvel comic series)
The Transformers (Marvel comic series) is a 1980s comic book title published primarily by Marvel Comics that expanded the lore of the Transformers toy line with original storylines, characters, and mythology distinct from the animated series.
- 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: Transformers library Target entity description: The Transformers library is an open-source machine learning toolkit by Hugging Face that provides state-of-the-art pre-trained models and tools for natural language processing and other AI tasks.
-
A.
Transformers Metrobase
Transformers Metrobase is a themed area in Universal Studios parks that immerses guests in the world of the Transformers franchise, serving as the setting and queue environment for Transformers: The Ride 3D.
-
B.
Transformers
Transformers is a blockbuster science fiction action franchise centered on sentient robots that can transform into vehicles and other objects, spanning films, television series, comics, and merchandise.
-
C.
Transformers
"Transformers" is a track featured on Warren G's influential West Coast hip hop album *Regulate... G Funk Era*.
-
D.
Transformers video games
Transformers video games are a series of action titles based on the Transformers franchise, featuring robot characters that can transform into vehicles and other forms in combat-driven adventures.
-
E.
The Transformers (Marvel comic series)
The Transformers (Marvel comic series) is a 1980s comic book title published primarily by Marvel Comics that expanded the lore of the Transformers toy line with original storylines, characters, and mythology distinct from the animated series.
- 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_69e4e221bbbc819088a7559a46b7d4e7 |
completed | April 19, 2026, 2:09 p.m. |
Created at: April 10, 2026, 10:32 a.m.