Triple
T2462651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ford Pro |
E54566
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Ford Pro Service
Ford Pro Service is Ford’s dedicated commercial vehicle service and support arm, providing maintenance, repair, and uptime solutions for business and fleet customers.
|
E54566
|
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: Ford Pro Service | Statement: [Ford Pro, hasComponent, Ford Pro Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ford Pro Service Context triple: [Ford Pro, hasComponent, Ford Pro Service]
-
A.
Ford Pro
Ford Pro is Ford Motor Company's global commercial vehicle and services division focused on trucks, vans, fleet management, and productivity solutions for business customers.
-
B.
Eaton Ford
Eaton Ford is a residential area and former village in Cambridgeshire, England, situated on the western side of the River Great Ouse opposite the town of St Neots.
-
C.
Ford Learning Center
The Ford Learning Center is an educational facility within the Nelson-Atkins Museum of Art that hosts classes, workshops, and programs to support art learning for visitors of all ages.
-
D.
MAN Truck & Bus
MAN Truck & Bus is a major European commercial vehicle manufacturer specializing in trucks, buses, and diesel engines, headquartered in Germany and operating worldwide.
-
E.
Ford Blue
Ford Blue is a Ford Motor Company division focused on traditional internal-combustion and hybrid vehicles, emphasizing the brand’s legacy nameplates and mainstream models.
- 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: Ford Pro Service Triple: [Ford Pro, hasComponent, Ford Pro Service]
Generated description
Ford Pro Service is Ford’s dedicated commercial vehicle service and support arm, providing maintenance, repair, and uptime solutions for business and fleet customers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ford Pro Service Target entity description: Ford Pro Service is Ford’s dedicated commercial vehicle service and support arm, providing maintenance, repair, and uptime solutions for business and fleet customers.
-
A.
Ford Pro
chosen
Ford Pro is Ford Motor Company's global commercial vehicle and services division focused on trucks, vans, fleet management, and productivity solutions for business customers.
-
B.
Eaton Ford
Eaton Ford is a residential area and former village in Cambridgeshire, England, situated on the western side of the River Great Ouse opposite the town of St Neots.
-
C.
Ford Learning Center
The Ford Learning Center is an educational facility within the Nelson-Atkins Museum of Art that hosts classes, workshops, and programs to support art learning for visitors of all ages.
-
D.
MAN Truck & Bus
MAN Truck & Bus is a major European commercial vehicle manufacturer specializing in trucks, buses, and diesel engines, headquartered in Germany and operating worldwide.
-
E.
Ford Blue
Ford Blue is a Ford Motor Company division focused on traditional internal-combustion and hybrid vehicles, emphasizing the brand’s legacy nameplates and mainstream models.
- 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_69ab49dee84c819096b50a0049c347ac |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd11f093c8190877db3026d430bd5 |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0d561a081909310113658b98f12 |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef8380d24819092b6502117a8ed42 |
completed | March 9, 2026, 4:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef936b86c81908573ea73314fe6a9 |
completed | March 9, 2026, 4:45 p.m. |
Created at: March 6, 2026, 9:44 p.m.