Triple
T3209642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tuscaloosa, Alabama |
E67247
|
entity |
| Predicate | hasManufacturingPlant |
P5255
|
FINISHED |
| Object |
Mercedes-Benz U.S. International plant (nearby Vance, Alabama, in Tuscaloosa County)
The Mercedes-Benz U.S. International plant near Vance, Alabama is a major automotive manufacturing facility that produces Mercedes-Benz SUVs and other vehicles for the North American and global markets.
|
E338647
|
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: Mercedes-Benz U.S. International plant (nearby Vance, Alabama, in Tuscaloosa County) | Statement: [Tuscaloosa, Alabama, hasManufacturingPlant, Mercedes-Benz U.S. International plant (nearby Vance, Alabama, in Tuscaloosa County)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz U.S. International plant (nearby Vance, Alabama, in Tuscaloosa County) Context triple: [Tuscaloosa, Alabama, hasManufacturingPlant, Mercedes-Benz U.S. International plant (nearby Vance, Alabama, in Tuscaloosa County)]
-
A.
Goodyear Tire & Rubber Company plant in Gadsden, Alabama
The Goodyear Tire & Rubber Company plant in Gadsden, Alabama was a major Southern tire-manufacturing facility that served as a long-standing industrial and economic hub for the Gadsden community.
-
B.
Atlanta Assembly Plant
The Atlanta Assembly Plant was a Ford Motor Company manufacturing facility in Hapeville, Georgia, known for producing various Ford and Mercury vehicles over several decades before its closure in 2006.
-
C.
Geneva County, Alabama
Geneva County, Alabama is a rural county in the southeastern part of the state known for its agricultural economy and location in the Wiregrass region near the Florida border.
-
D.
Lowndes County, Alabama, United States
Lowndes County, Alabama, United States is a rural county in the state's Black Belt region known for its significant role in African American history and the civil rights movement.
-
E.
Flat Rock Assembly Plant, Michigan
Flat Rock Assembly Plant in Michigan is a Ford Motor Company manufacturing facility best known as one of the primary production sites for the Ford Mustang.
- 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: Mercedes-Benz U.S. International plant (nearby Vance, Alabama, in Tuscaloosa County) Triple: [Tuscaloosa, Alabama, hasManufacturingPlant, Mercedes-Benz U.S. International plant (nearby Vance, Alabama, in Tuscaloosa County)]
Generated description
The Mercedes-Benz U.S. International plant near Vance, Alabama is a major automotive manufacturing facility that produces Mercedes-Benz SUVs and other vehicles for the North American and global markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mercedes-Benz U.S. International plant (nearby Vance, Alabama, in Tuscaloosa County) Target entity description: The Mercedes-Benz U.S. International plant near Vance, Alabama is a major automotive manufacturing facility that produces Mercedes-Benz SUVs and other vehicles for the North American and global markets.
-
A.
Goodyear Tire & Rubber Company plant in Gadsden, Alabama
The Goodyear Tire & Rubber Company plant in Gadsden, Alabama was a major Southern tire-manufacturing facility that served as a long-standing industrial and economic hub for the Gadsden community.
-
B.
Atlanta Assembly Plant
The Atlanta Assembly Plant was a Ford Motor Company manufacturing facility in Hapeville, Georgia, known for producing various Ford and Mercury vehicles over several decades before its closure in 2006.
-
C.
Geneva County, Alabama
Geneva County, Alabama is a rural county in the southeastern part of the state known for its agricultural economy and location in the Wiregrass region near the Florida border.
-
D.
Lowndes County, Alabama, United States
Lowndes County, Alabama, United States is a rural county in the state's Black Belt region known for its significant role in African American history and the civil rights movement.
-
E.
Flat Rock Assembly Plant, Michigan
Flat Rock Assembly Plant in Michigan is a Ford Motor Company manufacturing facility best known as one of the primary production sites for the Ford Mustang.
- 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_69ad858ac36c81909962589cd277d6e2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaab701c48190b91404ab416f7ce3 |
completed | March 8, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2622d4e988190a8a98a0bc9353e3f |
completed | March 12, 2026, 6:50 a.m. |
| NEDg | Description generation | batch_69b264c2b3e88190bdfb33f12c318c70 |
completed | March 12, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2689419808190adb9b69bf3185daf |
completed | March 12, 2026, 7:17 a.m. |
Created at: March 8, 2026, 3:07 p.m.