Triple

T19520242
Position Surface form Disambiguated ID Type / Status
Subject Grimlock E488382 entity
Predicate toyLine P63394 FINISHED
Object Transformers Classics
Transformers Classics is a toy line that reimagines and updates classic Generation 1 Transformers characters with modern designs and articulation.
E113508 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: Transformers Classics | Statement: [Grimlock, toyLine, Transformers Classics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transformers Classics
Context triple: [Grimlock, toyLine, Transformers Classics]
  • A. Transformers
    "Transformers" is a track featured on Warren G's influential West Coast hip hop album *Regulate... G Funk Era*.
  • B. Transformers
    Transformers is a popular open-source deep learning library by Hugging Face focused on state-of-the-art natural language processing and transformer-based models.
  • C. 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.
  • D. Transformers: Phase One
    Transformers: Phase One is the initial era of IDW Publishing’s Transformers comic continuity, covering the early, foundational story arcs that establish its version of the Transformers universe.
  • E. Transformers: Animated
    Transformers: Animated is an American animated television series in the Transformers franchise that reimagines the iconic robots in a stylized, character-driven storyline.
  • 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: Transformers Classics
Triple: [Grimlock, toyLine, Transformers Classics]
Generated description
Transformers Classics is a toy line that reimagines and updates classic Generation 1 Transformers characters with modern designs and articulation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transformers Classics
Target entity description: Transformers Classics is a toy line that reimagines and updates classic Generation 1 Transformers characters with modern designs and articulation.
  • A. Transformers
    "Transformers" is a track featured on Warren G's influential West Coast hip hop album *Regulate... G Funk Era*.
  • B. Transformers chosen
    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 popular open-source deep learning library by Hugging Face focused on state-of-the-art natural language processing and transformer-based models.
  • D. Transformers: Phase One
    Transformers: Phase One is the initial era of IDW Publishing’s Transformers comic continuity, covering the early, foundational story arcs that establish its version of the Transformers universe.
  • E. Transformers: Animated
    Transformers: Animated is an American animated television series in the Transformers franchise that reimagines the iconic robots in a stylized, character-driven storyline.
  • F. None of above.

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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6359feb808190ba94563831adc720 completed April 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075eff911c8190ab17bf18a238ca70 completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a075fac21e88190b01cac2860891f01 completed May 15, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_6a07604b2fe4819090be363844abf2ec completed May 15, 2026, 6:04 p.m.
Created at: April 10, 2026, 1:40 p.m.