Triple
T10073977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnson County, Iowa |
E213700
|
entity |
| Predicate | hasU.S.Highway |
P385
|
FINISHED |
| Object |
U.S. Route 151
U.S. Route 151 is a north–south U.S. Highway in the Midwestern United States that runs through Iowa and Wisconsin, connecting cities such as Cedar Rapids, Dubuque, and Madison.
|
E1032682
|
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: U.S. Route 151 | Statement: [Johnson County, Iowa, hasU.S.Highway, U.S. Route 151]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 151 Context triple: [Johnson County, Iowa, hasU.S.Highway, U.S. Route 151]
-
A.
U.S. Route 163
U.S. Route 163 is a scenic U.S. highway in the American Southwest, renowned for its iconic views through Monument Valley and surrounding desert landscapes.
-
B.
U.S. Route 158
U.S. Route 158 is an east–west United States highway in North Carolina that connects several cities and towns across the northern part of the state.
-
C.
U.S. Route 166
U.S. Route 166 is an east–west United States highway running through southern Kansas and into Missouri, serving as a regional connector across the southern Great Plains.
-
D.
U.S. Route 197
U.S. Route 197 is a north–south U.S. highway in north-central Oregon and south-central Washington that connects The Dalles area to U.S. Route 97 and serves as a key regional route through the Columbia River Gorge region.
-
E.
U.S. Route 169
U.S. Route 169 is a major north–south United States highway running from Minnesota to Oklahoma, serving as an important regional transportation corridor through several Midwestern states.
- 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: U.S. Route 151 Triple: [Johnson County, Iowa, hasU.S.Highway, U.S. Route 151]
Generated description
U.S. Route 151 is a north–south U.S. Highway in the Midwestern United States that runs through Iowa and Wisconsin, connecting cities such as Cedar Rapids, Dubuque, and Madison.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 151 Target entity description: U.S. Route 151 is a north–south U.S. Highway in the Midwestern United States that runs through Iowa and Wisconsin, connecting cities such as Cedar Rapids, Dubuque, and Madison.
-
A.
U.S. Route 163
U.S. Route 163 is a scenic U.S. highway in the American Southwest, renowned for its iconic views through Monument Valley and surrounding desert landscapes.
-
B.
U.S. Route 158
U.S. Route 158 is an east–west United States highway in North Carolina that connects several cities and towns across the northern part of the state.
-
C.
U.S. Route 166
U.S. Route 166 is an east–west United States highway running through southern Kansas and into Missouri, serving as a regional connector across the southern Great Plains.
-
D.
U.S. Route 197
U.S. Route 197 is a north–south U.S. highway in north-central Oregon and south-central Washington that connects The Dalles area to U.S. Route 97 and serves as a key regional route through the Columbia River Gorge region.
-
E.
U.S. Route 169
U.S. Route 169 is a major north–south United States highway running from Minnesota to Oklahoma, serving as an important regional transportation corridor through several Midwestern states.
- 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_69ca839add308190b57d53b4ec21f2d0 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd015ad488190aee3a2bfb58fb855 |
completed | April 2, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716adaed081909a6c026f9e232381 |
completed | May 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69f717b7b6dc8190ab323c1926dd9adb |
completed | May 3, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f718705a44819084b97d35a10ee50d |
completed | May 3, 2026, 9:42 a.m. |
Created at: March 30, 2026, 8:59 p.m.