Triple
T5216336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Missouri Department of Transportation |
E117760
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
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.
|
E503970
|
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: Highway and Transportation division | Statement: [Missouri Department of Transportation, hasDivision, Highway and Transportation division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highway and Transportation division Context triple: [Missouri Department of Transportation, hasDivision, Highway and Transportation division]
-
A.
Transportation Engineering Agency
The Transportation Engineering Agency is a specialized U.S. military organization that provides technical expertise and analysis to ensure the effective design, operation, and deployment of surface transportation systems for defense logistics.
-
B.
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.
-
C.
Division of Traffic Operations
The Division of Traffic Operations is a unit within the Kentucky Transportation Cabinet responsible for managing and improving the safety and efficiency of the state’s roadway traffic systems.
-
D.
Federal Highway Administration
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.
-
E.
Directorate for Transport
The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport infrastructure and services.
- 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: Highway and Transportation division Triple: [Missouri Department of Transportation, hasDivision, Highway and Transportation division]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highway and Transportation division Target entity description: 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.
-
A.
Transportation Engineering Agency
The Transportation Engineering Agency is a specialized U.S. military organization that provides technical expertise and analysis to ensure the effective design, operation, and deployment of surface transportation systems for defense logistics.
-
B.
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.
-
C.
Division of Traffic Operations
The Division of Traffic Operations is a unit within the Kentucky Transportation Cabinet responsible for managing and improving the safety and efficiency of the state’s roadway traffic systems.
-
D.
Federal Highway Administration
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.
-
E.
Directorate for Transport
The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport infrastructure and services.
- 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_69bd4464ba3c8190bc16b2ebbe42ddb0 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a93fcc08190a1d2d025b4365d5a |
completed | March 20, 2026, 4:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefe788f88190a2ac0673daafaab2 |
completed | March 21, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69bef28b79588190a2f38f208c9e93de |
completed | March 21, 2026, 7:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef2e568ec8190b14d686508850b7c |
completed | March 21, 2026, 7:35 p.m. |
Created at: March 20, 2026, 1:48 p.m.