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.