Triple
T16131970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elizabeth River Crossings |
E391419
|
entity |
| Predicate | PPPPartner |
P14089
|
FINISHED |
| Object | Virginia Department of Transportation |
E3296
|
NE FINISHED |
How this triple was built (3 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: Virginia Department of Transportation | Statement: [Elizabeth River Crossings, PPPPartner, Virginia Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Virginia Department of Transportation Context triple: [Elizabeth River Crossings, PPPPartner, Virginia Department of Transportation]
-
A.
Virginia Department of Transportation
chosen
The Virginia Department of Transportation is the state agency responsible for planning, building, and maintaining Virginia’s highway system and other transportation infrastructure.
-
B.
West Virginia Department of Transportation
The West Virginia Department of Transportation is the state government agency responsible for overseeing transportation infrastructure and services, including highways, transit, rail, and related programs throughout West Virginia.
-
C.
West Virginia Division of Highways
The West Virginia Division of Highways is the state government agency responsible for planning, building, and maintaining West Virginia’s public roadways and related transportation infrastructure.
-
D.
Maryland Department of Transportation
The Maryland Department of Transportation is the statewide agency responsible for planning, building, operating, and maintaining Maryland’s transportation systems, including highways, transit, ports, aviation, and rail services.
-
E.
Prince William County Department of Transportation
The Prince William County Department of Transportation is the local government agency responsible for planning, building, and managing the county’s transportation infrastructure and services in Prince William County, Virginia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: PPPPartner Context triple: [Elizabeth River Crossings, PPPPartner, Virginia Department of Transportation]
-
A.
partnerInWorkOf
Indicates a collaborative relationship where one entity works together with another on a shared task, project, or professional activity.
-
B.
cooperationPartner
Indicates that two entities are engaged in a collaborative relationship, working together toward shared goals or mutual benefit.
-
C.
hasPartner
Indicates that one entity is in a partner relationship (such as romantic, life, or business partnership) with another entity.
-
D.
partnerNation
Indicates that one entity is recognized as a collaborating or allied nation in relation to another entity.
-
E.
projectPartners
chosen
Indicates that two or more entities collaborate together as partners on the same project.
- F. None of above.
Provenance (4 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_69d87f1bb0988190b490d273dbf3fd03 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21a02172c8190978f7951ccd80928 |
completed | April 17, 2026, 11:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff2b1b7248190a1bba4a87db8318b |
completed | May 10, 2026, 2:51 a.m. |
| PD | Predicate disambiguation | batch_69e1828518c48190a8ef3aaa46a1f639 |
completed | April 17, 2026, 12:44 a.m. |
Created at: April 10, 2026, 5:01 a.m.