Triple
T7022334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arizona Department of Transportation |
E162856
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Infrastructure Delivery and Operations division
The Infrastructure Delivery and Operations division is the branch of the Arizona Department of Transportation responsible for planning, constructing, and maintaining the state’s transportation infrastructure and ensuring its safe, efficient operation.
|
E636724
|
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: Infrastructure Delivery and Operations division | Statement: [Arizona Department of Transportation, hasDivision, Infrastructure Delivery and Operations division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Infrastructure Delivery and Operations division Context triple: [Arizona Department of Transportation, hasDivision, Infrastructure Delivery and Operations division]
-
A.
Infrastructure Design and Construction division
The Infrastructure Design and Construction division is a unit of San Francisco’s public works department responsible for planning, engineering, and delivering the city’s public infrastructure projects.
-
B.
Technology and Construction Division
The Technology and Construction Division is a specialist court within the DIFC Courts that focuses on resolving complex disputes involving technology, engineering, and construction projects.
-
C.
infrastructure and energy division
The infrastructure and energy division is a specialized unit responsible for formulating, coordinating, and monitoring policies and projects related to infrastructure development and the energy sector.
-
D.
Engineering and Construction division
The Engineering and Construction division is a unit of the Maryland Port Administration responsible for planning, designing, and overseeing port infrastructure projects and facility improvements.
-
E.
Machinery, Equipment and Infrastructure Division
The Machinery, Equipment and Infrastructure Division is a core business unit of Mitsubishi Heavy Industries that focuses on manufacturing industrial machinery, equipment, and large-scale infrastructure 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: Infrastructure Delivery and Operations division Triple: [Arizona Department of Transportation, hasDivision, Infrastructure Delivery and Operations division]
Generated description
The Infrastructure Delivery and Operations division is the branch of the Arizona Department of Transportation responsible for planning, constructing, and maintaining the state’s transportation infrastructure and ensuring its safe, efficient operation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Infrastructure Delivery and Operations division Target entity description: The Infrastructure Delivery and Operations division is the branch of the Arizona Department of Transportation responsible for planning, constructing, and maintaining the state’s transportation infrastructure and ensuring its safe, efficient operation.
-
A.
Infrastructure Design and Construction division
The Infrastructure Design and Construction division is a unit of San Francisco’s public works department responsible for planning, engineering, and delivering the city’s public infrastructure projects.
-
B.
Technology and Construction Division
The Technology and Construction Division is a specialist court within the DIFC Courts that focuses on resolving complex disputes involving technology, engineering, and construction projects.
-
C.
infrastructure and energy division
The infrastructure and energy division is a specialized unit responsible for formulating, coordinating, and monitoring policies and projects related to infrastructure development and the energy sector.
-
D.
Engineering and Construction division
The Engineering and Construction division is a unit of the Maryland Port Administration responsible for planning, designing, and overseeing port infrastructure projects and facility improvements.
-
E.
Machinery, Equipment and Infrastructure Division
The Machinery, Equipment and Infrastructure Division is a core business unit of Mitsubishi Heavy Industries that focuses on manufacturing industrial machinery, equipment, and large-scale infrastructure 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_69c6885b26248190a857541e3d10e299 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e1edf3608190b7ba0bfb85710e97 |
completed | March 27, 2026, 8 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7757c87788190b09ced669b5c4d83 |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c7777be0d08190b6be22c72d2da12e |
completed | March 28, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77851ace48190a2a4899181f3d14a |
completed | March 28, 2026, 6:42 a.m. |
Created at: March 27, 2026, 2:35 p.m.