Triple
T14548251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Engineering & Construction Group |
E341342
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Civil Infrastructure Division
The Civil Infrastructure Division is a specialized unit focused on planning, designing, and delivering large-scale public works and infrastructure projects such as roads, bridges, and utilities.
|
E1105297
|
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: Civil Infrastructure Division | Statement: [Engineering & Construction Group, hasDivision, Civil Infrastructure Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Civil Infrastructure Division Context triple: [Engineering & Construction Group, hasDivision, Civil Infrastructure Division]
-
A.
Office of Infrastructure
The Office of Infrastructure is a division within the Federal Highway Administration responsible for overseeing the planning, design, construction, and preservation of the nation’s highway infrastructure.
-
B.
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.
-
C.
Infrastructure Division
The Infrastructure Division is the branch of the Texas Parks and Wildlife Department responsible for planning, developing, and maintaining the physical facilities and capital assets that support the state’s parks, wildlife, and outdoor recreation areas.
-
D.
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.
-
E.
Highways Division
Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
- 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: Civil Infrastructure Division Triple: [Engineering & Construction Group, hasDivision, Civil Infrastructure Division]
Generated description
The Civil Infrastructure Division is a specialized unit focused on planning, designing, and delivering large-scale public works and infrastructure projects such as roads, bridges, and utilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Civil Infrastructure Division Target entity description: The Civil Infrastructure Division is a specialized unit focused on planning, designing, and delivering large-scale public works and infrastructure projects such as roads, bridges, and utilities.
-
A.
Office of Infrastructure
The Office of Infrastructure is a division within the Federal Highway Administration responsible for overseeing the planning, design, construction, and preservation of the nation’s highway infrastructure.
-
B.
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.
-
C.
Infrastructure Division
The Infrastructure Division is the branch of the Texas Parks and Wildlife Department responsible for planning, developing, and maintaining the physical facilities and capital assets that support the state’s parks, wildlife, and outdoor recreation areas.
-
D.
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.
-
E.
Highways Division
Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb2ed2b4c8190945bd26531c71f1f |
completed | April 14, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd7a6344b08190a3c1124c6dd7da96 |
completed | May 8, 2026, 5:53 a.m. |
| NEDg | Description generation | batch_69fd7cede0548190a3712a773982300b |
completed | May 8, 2026, 6:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7e915db88190af076e979207a458 |
completed | May 8, 2026, 6:11 a.m. |
Created at: April 10, 2026, 1:23 a.m.