Triple
T2874790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 6 |
E56850
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
state departments of transportation
State departments of transportation are U.S. state-level government agencies responsible for planning, building, and maintaining public transportation infrastructure such as highways, roads, and bridges.
|
E305784
|
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: state departments of transportation | Statement: [U.S. Route 6, maintainedBy, state departments of transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: state departments of transportation Context triple: [U.S. Route 6, maintainedBy, state departments of transportation]
-
A.
Department of Transportation
The Department of Transportation is a Philippine government agency responsible for planning, implementing, and managing the country’s transportation systems and infrastructure across road, rail, air, and sea.
-
B.
state departments of transportation of New Mexico, Colorado, and Wyoming
The state departments of transportation of New Mexico, Colorado, and Wyoming are the government agencies responsible for planning, building, and maintaining each state’s highway and transportation infrastructure.
-
C.
SecDOT
SecDOT is the commonly used abbreviation for the United States Secretary of Transportation, the Cabinet-level official who oversees federal transportation policy and programs.
-
D.
United States Department of Transportation
The United States Department of Transportation is a federal executive department responsible for national transportation policy, safety regulation, and infrastructure across modes such as highways, aviation, rail, and transit.
-
E.
state departments of transportation of Colorado, Nebraska, Iowa, and Illinois
The state departments of transportation of Colorado, Nebraska, Iowa, and Illinois are the government agencies responsible for planning, building, and maintaining each of their states’ highway and transportation systems.
- 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: state departments of transportation Triple: [U.S. Route 6, maintainedBy, state departments of transportation]
Generated description
State departments of transportation are U.S. state-level government agencies responsible for planning, building, and maintaining public transportation infrastructure such as highways, roads, and bridges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: state departments of transportation Target entity description: State departments of transportation are U.S. state-level government agencies responsible for planning, building, and maintaining public transportation infrastructure such as highways, roads, and bridges.
-
A.
Department of Transportation
The Department of Transportation is a Philippine government agency responsible for planning, implementing, and managing the country’s transportation systems and infrastructure across road, rail, air, and sea.
-
B.
state departments of transportation of New Mexico, Colorado, and Wyoming
The state departments of transportation of New Mexico, Colorado, and Wyoming are the government agencies responsible for planning, building, and maintaining each state’s highway and transportation infrastructure.
-
C.
SecDOT
SecDOT is the commonly used abbreviation for the United States Secretary of Transportation, the Cabinet-level official who oversees federal transportation policy and programs.
-
D.
United States Department of Transportation
The United States Department of Transportation is a federal executive department responsible for national transportation policy, safety regulation, and infrastructure across modes such as highways, aviation, rail, and transit.
-
E.
state departments of transportation of Colorado, Nebraska, Iowa, and Illinois
The state departments of transportation of Colorado, Nebraska, Iowa, and Illinois are the government agencies responsible for planning, building, and maintaining each of their states’ highway and transportation systems.
- 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_69ab4a4ced288190ab6d3e062d10f7f6 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abe004a64481908f1897d9054a7368 |
completed | March 7, 2026, 8:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01db780908190919d859205464b2e |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b0201470cc81909188573c3749dffb |
completed | March 10, 2026, 1:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b020aa00888190a683a621f1e1a107 |
completed | March 10, 2026, 1:46 p.m. |
Created at: March 6, 2026, 10:03 p.m.