Triple
T15321760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ridgeville, South Carolina |
E366307
|
entity |
| Predicate | hasNearbyFacility |
P5648
|
FINISHED |
| Object |
Volvo Cars manufacturing plant (Berkeley County, regional employer)
The Volvo Cars manufacturing plant in Berkeley County is a major automotive production facility and key regional employer in the Lowcountry area of South Carolina.
|
E1150121
|
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: Volvo Cars manufacturing plant (Berkeley County, regional employer) | Statement: [Ridgeville, South Carolina, hasNearbyFacility, Volvo Cars manufacturing plant (Berkeley County, regional employer)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Volvo Cars manufacturing plant (Berkeley County, regional employer) Context triple: [Ridgeville, South Carolina, hasNearbyFacility, Volvo Cars manufacturing plant (Berkeley County, regional employer)]
-
A.
BMW Plant Spartanburg
BMW Plant Spartanburg is a major BMW manufacturing facility in Greer, South Carolina, known primarily for producing the company’s X-series sport utility vehicles for global markets.
-
B.
Toyota Motor Manufacturing West Virginia
Toyota Motor Manufacturing West Virginia is a Toyota Group engine and transmission manufacturing plant located in Buffalo, West Virginia, supplying powertrain components for various Toyota and Lexus vehicles in North America.
-
C.
Vauxhall Motors car plant
The Vauxhall Motors car plant is a major automobile manufacturing facility in Ellesmere Port, England, known for producing Vauxhall-branded vehicles for the UK and European markets.
-
D.
Opel automobile plant
The Opel automobile plant in Eisenach is a major German car manufacturing facility known for producing various Opel models and contributing significantly to the region’s automotive industry.
-
E.
Hyundai Motor Manufacturing Alabama
Hyundai Motor Manufacturing Alabama is Hyundai’s U.S.-based automotive assembly plant in Montgomery, Alabama, producing vehicles for the North American market.
- 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: Volvo Cars manufacturing plant (Berkeley County, regional employer) Triple: [Ridgeville, South Carolina, hasNearbyFacility, Volvo Cars manufacturing plant (Berkeley County, regional employer)]
Generated description
The Volvo Cars manufacturing plant in Berkeley County is a major automotive production facility and key regional employer in the Lowcountry area of South Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Volvo Cars manufacturing plant (Berkeley County, regional employer) Target entity description: The Volvo Cars manufacturing plant in Berkeley County is a major automotive production facility and key regional employer in the Lowcountry area of South Carolina.
-
A.
BMW Plant Spartanburg
BMW Plant Spartanburg is a major BMW manufacturing facility in Greer, South Carolina, known primarily for producing the company’s X-series sport utility vehicles for global markets.
-
B.
Toyota Motor Manufacturing West Virginia
Toyota Motor Manufacturing West Virginia is a Toyota Group engine and transmission manufacturing plant located in Buffalo, West Virginia, supplying powertrain components for various Toyota and Lexus vehicles in North America.
-
C.
Vauxhall Motors car plant
The Vauxhall Motors car plant is a major automobile manufacturing facility in Ellesmere Port, England, known for producing Vauxhall-branded vehicles for the UK and European markets.
-
D.
Opel automobile plant
The Opel automobile plant in Eisenach is a major German car manufacturing facility known for producing various Opel models and contributing significantly to the region’s automotive industry.
-
E.
Hyundai Motor Manufacturing Alabama
Hyundai Motor Manufacturing Alabama is Hyundai’s U.S.-based automotive assembly plant in Montgomery, Alabama, producing vehicles for the North American market.
- 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_69d85a121520819093dcce999fdefe1a |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03dd460288190b5c41f0a0aeee949 |
completed | April 16, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef8aaef608190bd3ec9fdd215afbb |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefa435efc81908c1e88267e745cdd |
completed | May 9, 2026, 9:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefb2ee9108190b3d8633cc9713c7b |
completed | May 9, 2026, 9:15 a.m. |
Created at: April 10, 2026, 3:16 a.m.