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.