Triple
T1135104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa Highway 38 |
E23120
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object | Iowa Department of Transportation |
E50537
|
NE FINISHED |
How this triple was built (2 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: Iowa Department of Transportation | Statement: [Iowa Highway 38, maintainedBy, Iowa Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa Department of Transportation Context triple: [Iowa Highway 38, maintainedBy, Iowa Department of Transportation]
-
A.
Iowa Department of Transportation
chosen
The Iowa Department of Transportation is the state government agency responsible for planning, building, and maintaining Iowa’s transportation infrastructure, including its highways and interstates.
-
B.
Nebraska Department of Transportation
The Nebraska Department of Transportation is the state government agency responsible for planning, building, and maintaining Nebraska’s highway and transportation infrastructure.
-
C.
Minnesota Department of Transportation
The Minnesota Department of Transportation is the state government agency responsible for planning, building, and maintaining Minnesota’s transportation infrastructure, including its highways, bridges, and transit systems.
-
D.
Oklahoma Department of Transportation
The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
-
E.
Missouri Department of Transportation
The Missouri Department of Transportation is the state government agency responsible for planning, building, and maintaining Missouri’s highway and transportation infrastructure.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a493ec75988190b63a11bafaec29b4 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bbfffaa48190b2534ff4da3544ce |
completed | March 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59ae5f20819093f8acc3ba7a6638 |
completed | March 7, 2026, 5 p.m. |
Created at: March 1, 2026, 7:44 p.m.