Triple
T18361149
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highways in Arkansas |
E439917
|
entity |
| Predicate | hasRoute |
P4374
|
FINISHED |
| Object |
U.S. Route 71 Business in Arkansas
U.S. Route 71 Business in Arkansas is a series of business routes that follow former or alternate alignments of U.S. Route 71 through various Arkansas towns and cities, providing local access to downtown and commercial areas.
|
E1322832
|
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 71 Business in Arkansas | Statement: [U.S. Highways in Arkansas, hasRoute, U.S. Route 71 Business in Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 71 Business in Arkansas Context triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 71 Business in Arkansas]
-
A.
U.S. Route 67 Business in Arkansas
U.S. Route 67 Business in Arkansas is a designated business loop of U.S. Route 67 that directs traffic through the downtown and commercial areas of communities bypassed by the main highway in the state.
-
B.
U.S. Route 65 Business in Arkansas
U.S. Route 65 Business in Arkansas is a designated business loop of U.S. Route 65 that directs traffic through the downtown or commercial areas of communities along the main highway’s corridor in the state.
-
C.
U.S. Route 371 in Arkansas
U.S. Route 371 in Arkansas is a north–south United States highway that serves as a regional connector through southwestern Arkansas, linking small towns and rural areas to larger state and national routes.
-
D.
U.S. Route 49 Business in Arkansas
U.S. Route 49 Business in Arkansas is a designated business loop of U.S. Route 49 that directs traffic through local city streets and downtown areas rather than bypassing them.
-
E.
U.S. Route 62 in Arkansas
U.S. Route 62 in Arkansas is a major east–west federal highway that traverses the northern part of the state, connecting numerous towns and cities and serving as an important regional transportation corridor.
- 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 71 Business in Arkansas Triple: [U.S. Highways in Arkansas, hasRoute, U.S. Route 71 Business in Arkansas]
Generated description
U.S. Route 71 Business in Arkansas is a series of business routes that follow former or alternate alignments of U.S. Route 71 through various Arkansas towns and cities, providing local access to downtown and commercial areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 71 Business in Arkansas Target entity description: U.S. Route 71 Business in Arkansas is a series of business routes that follow former or alternate alignments of U.S. Route 71 through various Arkansas towns and cities, providing local access to downtown and commercial areas.
-
A.
U.S. Route 67 Business in Arkansas
U.S. Route 67 Business in Arkansas is a designated business loop of U.S. Route 67 that directs traffic through the downtown and commercial areas of communities bypassed by the main highway in the state.
-
B.
U.S. Route 65 Business in Arkansas
U.S. Route 65 Business in Arkansas is a designated business loop of U.S. Route 65 that directs traffic through the downtown or commercial areas of communities along the main highway’s corridor in the state.
-
C.
U.S. Route 371 in Arkansas
U.S. Route 371 in Arkansas is a north–south United States highway that serves as a regional connector through southwestern Arkansas, linking small towns and rural areas to larger state and national routes.
-
D.
U.S. Route 49 Business in Arkansas
U.S. Route 49 Business in Arkansas is a designated business loop of U.S. Route 49 that directs traffic through local city streets and downtown areas rather than bypassing them.
-
E.
U.S. Route 62 in Arkansas
U.S. Route 62 in Arkansas is a major east–west federal highway that traverses the northern part of the state, connecting numerous towns and cities and serving as an important regional transportation corridor.
- 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_69d8b918221c8190a9f7b563d64ac677 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e516dbd4748190a6c5715ef943bd4a |
completed | April 19, 2026, 5:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03e23675208190b742228a238349fc |
completed | May 13, 2026, 2:30 a.m. |
| NEDg | Description generation | batch_6a03e626a3208190ab8896e158c926bf |
completed | May 13, 2026, 2:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03e86f04bc8190bb97da918a075439 |
completed | May 13, 2026, 2:56 a.m. |
Created at: April 10, 2026, 10:37 a.m.