Triple
T17972391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Renault Trafic |
E449377
|
entity |
| Predicate | soldAs |
P17320
|
FINISHED |
| Object |
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.
|
E1299143
|
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 Talento | Statement: [Renault Trafic, soldAs, Fiat Talento]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fiat Talento Context triple: [Renault Trafic, soldAs, Fiat Talento]
-
A.
Fiat Sedici
The Fiat Sedici is a compact crossover SUV co-developed with Suzuki, designed to blend urban practicality with light off-road capability.
-
B.
Fiat Croma
The Fiat Croma is a large family car produced by the Italian manufacturer Fiat, notable for sharing its platform with the Saab 9000 and other executive hatchbacks of the 1980s and 1990s.
-
C.
Fiat Ritmo
The Fiat Ritmo is a compact family hatchback produced by Italian automaker Fiat from the late 1970s through the 1980s, known for its distinctive angular styling and role as a popular European small car.
-
D.
Fiat Argo
The Fiat Argo is a subcompact hatchback produced by Fiat primarily for the Latin American market, positioned as an affordable, modern urban car.
-
E.
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.
- 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 Talento Triple: [Renault Trafic, soldAs, Fiat Talento]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fiat Talento Target entity description: 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.
-
A.
Fiat Sedici
The Fiat Sedici is a compact crossover SUV co-developed with Suzuki, designed to blend urban practicality with light off-road capability.
-
B.
Fiat Croma
The Fiat Croma is a large family car produced by the Italian manufacturer Fiat, notable for sharing its platform with the Saab 9000 and other executive hatchbacks of the 1980s and 1990s.
-
C.
Fiat Ritmo
The Fiat Ritmo is a compact family hatchback produced by Italian automaker Fiat from the late 1970s through the 1980s, known for its distinctive angular styling and role as a popular European small car.
-
D.
Fiat Argo
The Fiat Argo is a subcompact hatchback produced by Fiat primarily for the Latin American market, positioned as an affordable, modern urban car.
-
E.
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.
- 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_69d8b9f9927c8190a006110c8b996e61 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4b1fb58c481909726d6f916f6f646 |
completed | April 19, 2026, 10:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a033015cb748190aaedeb11d7ac0313 |
completed | May 12, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a033146fbbc81908c28b8dc53517f53 |
completed | May 12, 2026, 1:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0333c5fb888190b73cbd9f032dbc6e |
completed | May 12, 2026, 2:05 p.m. |
Created at: April 10, 2026, 10:22 a.m.