Triple
T2928189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rogers, Arkansas |
E78894
|
entity |
| Predicate | transportationInfrastructure |
P385
|
FINISHED |
| Object |
Arkansas Highway 12
Arkansas Highway 12 is a state highway in northwest Arkansas that serves as a key east–west route connecting communities such as Rogers and providing access to local residential, commercial, and recreational areas.
|
E313210
|
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: Arkansas Highway 12 | Statement: [Rogers, Arkansas, transportationInfrastructure, Arkansas Highway 12]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 12 Context triple: [Rogers, Arkansas, transportationInfrastructure, Arkansas Highway 12]
-
A.
Arkansas Highway 16
Arkansas Highway 16 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple communities and serving as a key regional route.
-
B.
U.S. Route 59
U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
-
C.
U.S. Highway 70
U.S. Highway 70 is a major east–west United States highway that stretches from the Atlantic coast in North Carolina across the southern states to eastern Arizona, serving as an important regional transportation corridor.
-
D.
Missouri Route 141
Missouri Route 141 is a major north–south state highway in the St. Louis metropolitan area that serves as a key suburban arterial route through several communities, including Chesterfield, Missouri.
-
E.
Missouri Route 126
Missouri Route 126 is a state highway in southwestern Missouri that provides an east–west connection through rural areas of Barton County and surrounding regions.
- 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: Arkansas Highway 12 Triple: [Rogers, Arkansas, transportationInfrastructure, Arkansas Highway 12]
Generated description
Arkansas Highway 12 is a state highway in northwest Arkansas that serves as a key east–west route connecting communities such as Rogers and providing access to local residential, commercial, and recreational areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 12 Target entity description: Arkansas Highway 12 is a state highway in northwest Arkansas that serves as a key east–west route connecting communities such as Rogers and providing access to local residential, commercial, and recreational areas.
-
A.
Arkansas Highway 16
Arkansas Highway 16 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple communities and serving as a key regional route.
-
B.
U.S. Route 59
U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
-
C.
U.S. Highway 70
U.S. Highway 70 is a major east–west United States highway that stretches from the Atlantic coast in North Carolina across the southern states to eastern Arizona, serving as an important regional transportation corridor.
-
D.
Missouri Route 141
Missouri Route 141 is a major north–south state highway in the St. Louis metropolitan area that serves as a key suburban arterial route through several communities, including Chesterfield, Missouri.
-
E.
Missouri Route 126
Missouri Route 126 is a state highway in southwestern Missouri that provides an east–west connection through rural areas of Barton County and surrounding regions.
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad97ff0ddc8190acba9863bbe4f54b |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc67bea881908bfd8122e2a632f8 |
completed | March 11, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69b0fd4ec8c48190ad6cfd2b2b2c5425 |
completed | March 11, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fda9e3e08190a765ebd814de8466 |
completed | March 11, 2026, 5:29 a.m. |
Created at: March 8, 2026, 2:55 p.m.