Triple
T15516930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lonoke, Arkansas |
E368856
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object |
Arkansas Highway 31
Arkansas Highway 31 is a state highway in Arkansas that runs through central parts of the state, serving communities such as Lonoke and connecting local and regional routes.
|
E1165881
|
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 31 | Statement: [Lonoke, Arkansas, majorHighway, Arkansas Highway 31]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 31 Context triple: [Lonoke, Arkansas, majorHighway, Arkansas Highway 31]
-
A.
Arkansas Highway 38
Arkansas Highway 38 is a state highway in central Arkansas that serves as an east–west route connecting small communities and providing local access to nearby towns and highways.
-
B.
Arkansas Highway 319
Arkansas Highway 319 is a state highway in central Arkansas that serves as a local connector route linking the city of Ward with nearby communities and major roads.
-
C.
Arkansas Highway 17
Arkansas Highway 17 is a state highway in Arkansas that runs generally north–south, connecting rural communities and other state routes across the eastern part of the state.
-
D.
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.
-
E.
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.
- 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 31 Triple: [Lonoke, Arkansas, majorHighway, Arkansas Highway 31]
Generated description
Arkansas Highway 31 is a state highway in Arkansas that runs through central parts of the state, serving communities such as Lonoke and connecting local and regional routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 31 Target entity description: Arkansas Highway 31 is a state highway in Arkansas that runs through central parts of the state, serving communities such as Lonoke and connecting local and regional routes.
-
A.
Arkansas Highway 38
Arkansas Highway 38 is a state highway in central Arkansas that serves as an east–west route connecting small communities and providing local access to nearby towns and highways.
-
B.
Arkansas Highway 319
Arkansas Highway 319 is a state highway in central Arkansas that serves as a local connector route linking the city of Ward with nearby communities and major roads.
-
C.
Arkansas Highway 17
Arkansas Highway 17 is a state highway in Arkansas that runs generally north–south, connecting rural communities and other state routes across the eastern part of the state.
-
D.
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.
-
E.
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.
- 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_69d85a1794cc8190b0b428716296e63e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e04033303c8190a87b6384f68a6921 |
completed | April 16, 2026, 1:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff56bb23e88190bb3e9ad5e409a2f8 |
completed | May 9, 2026, 3:46 p.m. |
| NEDg | Description generation | batch_69ff57e4dc108190b18e801a814a7c11 |
completed | May 9, 2026, 3:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff583680588190b52a75a73624503a |
completed | May 9, 2026, 3:52 p.m. |
Created at: April 10, 2026, 4:02 a.m.