Triple
T7058631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huntsville, Arkansas |
E164158
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Arkansas Highway 74
Arkansas Highway 74 is a state highway in Arkansas that runs through the Ozark region, connecting several small communities and scenic rural areas.
|
E657043
|
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 74 | Statement: [Huntsville, Arkansas, hasTransportation, Arkansas Highway 74]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 74 Context triple: [Huntsville, Arkansas, hasTransportation, Arkansas Highway 74]
-
A.
Arkansas Highway 7
Arkansas Highway 7 is a major north–south state highway in Arkansas known for its scenic route through the Ouachita Mountains and the Ozarks, connecting multiple cities and recreational areas.
-
B.
Arkansas Highway 94
Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
-
C.
Arkansas Highway 23
Arkansas Highway 23 is a north–south state highway in Arkansas, known for its scenic route through the Ozark Mountains and its popular "Pig Trail" segment favored by tourists and motorcyclists.
-
D.
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.
-
E.
Arkansas Highway 1
Arkansas Highway 1 is a primary north–south state highway in eastern Arkansas that connects several communities and serves as an important regional transportation 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: Arkansas Highway 74 Triple: [Huntsville, Arkansas, hasTransportation, Arkansas Highway 74]
Generated description
Arkansas Highway 74 is a state highway in Arkansas that runs through the Ozark region, connecting several small communities and scenic rural areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 74 Target entity description: Arkansas Highway 74 is a state highway in Arkansas that runs through the Ozark region, connecting several small communities and scenic rural areas.
-
A.
Arkansas Highway 7
Arkansas Highway 7 is a major north–south state highway in Arkansas known for its scenic route through the Ouachita Mountains and the Ozarks, connecting multiple cities and recreational areas.
-
B.
Arkansas Highway 94
Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
-
C.
Arkansas Highway 23
Arkansas Highway 23 is a north–south state highway in Arkansas, known for its scenic route through the Ozark Mountains and its popular "Pig Trail" segment favored by tourists and motorcyclists.
-
D.
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.
-
E.
Arkansas Highway 1
Arkansas Highway 1 is a primary north–south state highway in eastern Arkansas that connects several communities and serves as an important regional transportation 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_69c68861678881909961ddf4d779f750 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e26b2acc8190b212ec77b74c419f |
completed | March 27, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7eebe7d008190990482c7d6b512f5 |
completed | March 28, 2026, 3:07 p.m. |
| NEDg | Description generation | batch_69c7ef95787c819086684c4286166b43 |
completed | March 28, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7f0644ebc8190971075d75e3a76d0 |
completed | March 28, 2026, 3:14 p.m. |
Created at: March 27, 2026, 2:38 p.m.