Triple
T6434439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Department of Transportation |
E129857
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object | Highway Administration |
E6998
|
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: Highway Administration | Statement: [Pennsylvania Department of Transportation, hasDivision, Highway Administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highway Administration Context triple: [Pennsylvania Department of Transportation, hasDivision, Highway Administration]
-
A.
Highway and Transportation division
The Highway and Transportation division is the branch of the Missouri Department of Transportation responsible for planning, building, and maintaining the state’s highway and transportation infrastructure.
-
B.
National Highways
National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
-
C.
Traffic and Highway Patrol Command
Traffic and Highway Patrol Command is the specialist division of the New South Wales Police Force responsible for road safety enforcement, traffic management, and highway patrol operations across the state.
-
D.
Office of Highway Safety
The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
-
E.
Federal Highway Administration
chosen
The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
- 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_69c0084caac48190a7bc2ad8ba44536f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0693f73ec8190883470b57f8141aa |
completed | March 22, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640efd490819084b3b67b3b0680b6 |
completed | March 27, 2026, 8:33 a.m. |
Created at: March 22, 2026, 4:45 p.m.