Triple
T10014694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Interstate 129 |
E199458
|
entity |
| Predicate | stateHighwayDesignationInIowa |
P88251
|
FINISHED |
| Object |
Iowa Highway 12
Iowa Highway 12 is a state highway in western Iowa that runs along the Missouri River, serving the Sioux City area and connecting with routes into South Dakota and Nebraska.
|
E848109
|
NE FINISHED |
How this triple was built (5 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: Iowa Highway 12 | Statement: [Interstate 129, stateHighwayDesignationInIowa, Iowa Highway 12]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa Highway 12 Context triple: [Interstate 129, stateHighwayDesignationInIowa, Iowa Highway 12]
-
A.
Iowa Highway 17
Iowa Highway 17 is a north–south state highway in Iowa that connects several small communities and rural areas in the central part of the state.
-
B.
Iowa Highway 15
Iowa Highway 15 is a state highway in northern Iowa that runs north–south, connecting rural communities and serving as a regional route near the Minnesota border.
-
C.
Iowa Highway 127
Iowa Highway 127 is a state highway in western Iowa that serves as an east–west route through rural areas of Harrison County, connecting local communities to larger regional roads.
-
D.
Iowa Highway 10
Iowa Highway 10 is an east–west state highway in northwestern Iowa that serves communities including Orange City and connects to several major regional routes.
-
E.
Iowa Highway 117
Iowa Highway 117 is a state highway in central Iowa that runs north–south, connecting the city of Colfax with U.S. Highway 65 near Mingo and serving local communities in Jasper County.
- 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: Iowa Highway 12 Triple: [Interstate 129, stateHighwayDesignationInIowa, Iowa Highway 12]
Generated description
Iowa Highway 12 is a state highway in western Iowa that runs along the Missouri River, serving the Sioux City area and connecting with routes into South Dakota and Nebraska.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iowa Highway 12 Target entity description: Iowa Highway 12 is a state highway in western Iowa that runs along the Missouri River, serving the Sioux City area and connecting with routes into South Dakota and Nebraska.
-
A.
Iowa Highway 17
Iowa Highway 17 is a north–south state highway in Iowa that connects several small communities and rural areas in the central part of the state.
-
B.
Iowa Highway 15
Iowa Highway 15 is a state highway in northern Iowa that runs north–south, connecting rural communities and serving as a regional route near the Minnesota border.
-
C.
Iowa Highway 127
Iowa Highway 127 is a state highway in western Iowa that serves as an east–west route through rural areas of Harrison County, connecting local communities to larger regional roads.
-
D.
Iowa Highway 10
Iowa Highway 10 is an east–west state highway in northwestern Iowa that serves communities including Orange City and connects to several major regional routes.
-
E.
Iowa Highway 117
Iowa Highway 117 is a state highway in central Iowa that runs north–south, connecting the city of Colfax with U.S. Highway 65 near Mingo and serving local communities in Jasper County.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: stateHighwayDesignationInIowa Context triple: [Interstate 129, stateHighwayDesignationInIowa, Iowa Highway 12]
-
A.
stateHighwayDesignationIn
chosen
Indicates that a roadway has been designated as a state highway within a specified jurisdiction or region.
-
B.
primaryInterstateHighway
Indicates that the subject is designated as a primary (main) interstate highway within the interstate highway system.
-
C.
stateHighwayServedBy
Indicates that a particular state highway is provided service or coverage by a specified transportation route, agency, or facility.
-
D.
stateRouteDesignation
Indicates the specific state-level route number or designation assigned to a roadway within a state highway system.
-
E.
containsStateHighway
Indicates that a geographic area or region includes within its boundaries at least one designated state highway.
- F. None of above.
Provenance (6 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_69ca8315a1a08190ab310f25620f362b |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cdcd49b19c8190b429e3533d072648 |
completed | April 2, 2026, 1:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d32a82ef648190a7c3d59e47e51845 |
completed | April 6, 2026, 3:37 a.m. |
| NEDg | Description generation | batch_69d32b784dd48190be1e9ab9c36c224e |
completed | April 6, 2026, 3:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d3481d882c8190be8653289b712d08 |
completed | April 6, 2026, 5:43 a.m. |
| PD | Predicate disambiguation | batch_69cd4b7cd4208190b2253583ee2f892c |
completed | April 1, 2026, 4:44 p.m. |
Created at: March 30, 2026, 8:52 p.m.