Triple

T1886276
Position Surface form Disambiguated ID Type / Status
Subject Škoda E39971 entity
Predicate foundedAs P364 FINISHED
Object Laurin & Klement
Laurin & Klement was a pioneering Czech automobile and motorcycle manufacturer that became the foundation of the modern Škoda Auto brand.
E210005 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: Laurin & Klement | Statement: [Škoda, foundedAs, Laurin & Klement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laurin & Klement
Context triple: [Škoda, foundedAs, Laurin & Klement]
  • A. Valenton
    Valenton is a suburban commune in the southeastern outskirts of Paris, France, known for its residential character and proximity to major transport routes.
  • B. Ermen & Engels
    Ermen & Engels was a 19th-century Manchester textile manufacturing firm in which Friedrich Engels worked and gained firsthand insight into industrial capitalism and working-class conditions.
  • C. Godley & Creme
    Godley & Creme were an English rock duo and innovative music video directors, best known for their work with 10cc and for pioneering visually inventive videos in the 1980s.
  • D. Sakonnet band
    The Sakonnet band was a local group of the Wampanoag people who inhabited the Sakonnet region of what is now southeastern Rhode Island.
  • E. The Smeezingtons
    The Smeezingtons were a songwriting and production team, best known for crafting pop and R&B hits with Bruno Mars and other major artists in the late 2000s and early 2010s.
  • 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: Laurin & Klement
Triple: [Škoda, foundedAs, Laurin & Klement]
Generated description
Laurin & Klement was a pioneering Czech automobile and motorcycle manufacturer that became the foundation of the modern Škoda Auto brand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laurin & Klement
Target entity description: Laurin & Klement was a pioneering Czech automobile and motorcycle manufacturer that became the foundation of the modern Škoda Auto brand.
  • A. Valenton
    Valenton is a suburban commune in the southeastern outskirts of Paris, France, known for its residential character and proximity to major transport routes.
  • B. Ermen & Engels
    Ermen & Engels was a 19th-century Manchester textile manufacturing firm in which Friedrich Engels worked and gained firsthand insight into industrial capitalism and working-class conditions.
  • C. Godley & Creme
    Godley & Creme were an English rock duo and innovative music video directors, best known for their work with 10cc and for pioneering visually inventive videos in the 1980s.
  • D. Sakonnet band
    The Sakonnet band was a local group of the Wampanoag people who inhabited the Sakonnet region of what is now southeastern Rhode Island.
  • E. The Smeezingtons
    The Smeezingtons were a songwriting and production team, best known for crafting pop and R&B hits with Bruno Mars and other major artists in the late 2000s and early 2010s.
  • F. None of above. chosen

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_69a88633e4fc8190b7eb40463e048ec5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb12032c881909cd93e3601906f48 completed March 7, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf63863881908efd8010db14b8a8 completed March 8, 2026, 8:43 p.m.
NEDg Description generation batch_69ade06eb0608190992291b9a0d5368c completed March 8, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69ade0d3f77481909cb4c9a57a9fb6a7 completed March 8, 2026, 8:49 p.m.
Created at: March 4, 2026, 7:34 p.m.