Triple
T22287221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sevel Sud joint venture |
E550894
|
entity |
| Predicate | brandProduced |
P4022
|
FINISHED |
| Object |
Fiat Professional
Fiat Professional is Fiat's commercial vehicle brand, offering a range of vans and light-duty work vehicles for business and professional use.
|
E1528416
|
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: Fiat Professional | Statement: [Sevel Sud joint venture, brandProduced, Fiat Professional]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fiat Professional Context triple: [Sevel Sud joint venture, brandProduced, Fiat Professional]
-
A.
Iveco
Iveco is an Italian multinational company that designs and manufactures commercial vehicles, military vehicles, and diesel engines.
-
B.
Fiat Ducato
The Fiat Ducato is a popular light commercial van produced by Fiat, widely used across Europe for cargo transport, camper conversions, and other utility purposes.
-
C.
Iveco Daily
The Iveco Daily is a versatile light commercial vehicle widely used in Europe and beyond for cargo transport, passenger shuttles, and specialized conversions such as campervans and emergency service vehicles.
-
D.
Fiat Otto Vu
Fiat Otto Vu is a rare early-1950s Italian sports car by Fiat, renowned for its advanced V8 engine and limited production run.
-
E.
Fiat Talento
The Fiat Talento is a mid-size light commercial van produced by Fiat Professional, closely related to the Renault Trafic and aimed at business and cargo transport markets.
- 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: Fiat Professional Triple: [Sevel Sud joint venture, brandProduced, Fiat Professional]
Generated description
Fiat Professional is Fiat's commercial vehicle brand, offering a range of vans and light-duty work vehicles for business and professional use.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fiat Professional Target entity description: Fiat Professional is Fiat's commercial vehicle brand, offering a range of vans and light-duty work vehicles for business and professional use.
-
A.
Iveco
Iveco is an Italian multinational company that designs and manufactures commercial vehicles, military vehicles, and diesel engines.
-
B.
Fiat Ducato
The Fiat Ducato is a popular light commercial van produced by Fiat, widely used across Europe for cargo transport, camper conversions, and other utility purposes.
-
C.
Iveco Daily
The Iveco Daily is a versatile light commercial vehicle widely used in Europe and beyond for cargo transport, passenger shuttles, and specialized conversions such as campervans and emergency service vehicles.
-
D.
Fiat Otto Vu
Fiat Otto Vu is a rare early-1950s Italian sports car by Fiat, renowned for its advanced V8 engine and limited production run.
-
E.
Fiat Talento
The Fiat Talento is a mid-size light commercial van produced by Fiat Professional, closely related to the Renault Trafic and aimed at business and cargo transport markets.
- 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_69e11e44d538819097c6b8f333af3352 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1560896348190985725ac8ad406b3 |
completed | April 29, 2026, 12:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0abcadc3e081908e98e6810b3cba6e |
completed | May 18, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_6a0abda9a0f08190945fbf26bf893642 |
completed | May 18, 2026, 7:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0abef28a9481908c67d1eb401147d4 |
completed | May 18, 2026, 7:25 a.m. |
Created at: April 16, 2026, 8:40 p.m.