Triple
T4671482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clay County, Iowa |
E102971
|
entity |
| Predicate | containsTransportationInfrastructure |
P1298
|
FINISHED |
| Object |
Iowa Highway 102
Iowa Highway 102 is a state highway in Iowa that serves as a regional connector route within the state’s road network.
|
E466462
|
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: Iowa Highway 102 | Statement: [Clay County, Iowa, containsTransportationInfrastructure, Iowa Highway 102]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa Highway 102 Context triple: [Clay County, Iowa, containsTransportationInfrastructure, Iowa Highway 102]
-
A.
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.
-
B.
Iowa Highway 163
Iowa Highway 163 is a primary state highway in Iowa that runs southeast–northwest, connecting Des Moines with cities such as Pella and Oskaloosa and serving as a key regional transportation corridor.
-
C.
Iowa Highway 192
Iowa Highway 192 is a short state highway in Council Bluffs, Iowa, that primarily serves as an urban connector route linking local streets with the Interstate system.
-
D.
Iowa Highway 191
Iowa Highway 191 is a state highway in western Iowa that runs generally north–south, connecting small rural communities and providing regional access to larger routes.
-
E.
Iowa Highway 130
Iowa Highway 130 is a state highway in eastern Iowa that connects the city of Tipton with the Quad Cities area, serving as a regional east–west route.
- 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 102 Triple: [Clay County, Iowa, containsTransportationInfrastructure, Iowa Highway 102]
Generated description
Iowa Highway 102 is a state highway in Iowa that serves as a regional connector route within the state’s road network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iowa Highway 102 Target entity description: Iowa Highway 102 is a state highway in Iowa that serves as a regional connector route within the state’s road network.
-
A.
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.
-
B.
Iowa Highway 163
Iowa Highway 163 is a primary state highway in Iowa that runs southeast–northwest, connecting Des Moines with cities such as Pella and Oskaloosa and serving as a key regional transportation corridor.
-
C.
Iowa Highway 192
Iowa Highway 192 is a short state highway in Council Bluffs, Iowa, that primarily serves as an urban connector route linking local streets with the Interstate system.
-
D.
Iowa Highway 191
Iowa Highway 191 is a state highway in western Iowa that runs generally north–south, connecting small rural communities and providing regional access to larger routes.
-
E.
Iowa Highway 130
Iowa Highway 130 is a state highway in eastern Iowa that connects the city of Tipton with the Quad Cities area, serving as a regional east–west route.
- 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_69bd43d9cba4819086c1ab1c2d9d2133 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63506090819083ff8271adc5ef75 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be39c275a88190a65ceb1586257d1e |
completed | March 21, 2026, 6:25 a.m. |
| NEDg | Description generation | batch_69be3adc766c8190ae5cbe5be14b720a |
completed | March 21, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3b645aac8190a6765f0679dd3735 |
completed | March 21, 2026, 6:32 a.m. |
Created at: March 20, 2026, 1:15 p.m.