Triple
T10368121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Springs, Arkansas |
E244307
|
entity |
| Predicate | transportHub |
P726
|
FINISHED |
| Object | U.S. Route 270 |
E1001738
|
NE FINISHED |
How this triple was built (2 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 270 | Statement: [Hot Springs, Arkansas, transportHub, U.S. Route 270]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 270 Context triple: [Hot Springs, Arkansas, transportHub, U.S. Route 270]
-
A.
U.S. Route 270
chosen
U.S. Route 270 is a U.S. highway running through the south-central United States, primarily serving Oklahoma and Arkansas as a key regional east–west 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. Route 231
U.S. Route 231 is a major north–south United States highway that runs through several states in the central and southeastern U.S., connecting rural areas and regional cities.
-
D.
U.S. Route 264
U.S. Route 264 is a major east–west U.S. highway in North Carolina that connects inland communities to the coastal region and serves as an important corridor for regional travel and commerce.
-
E.
U.S. Route 77
U.S. Route 77 is a major north–south U.S. Highway running from the Mexican border in Texas through several central states to its northern terminus in Iowa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e97106448190a075948e63184f47 |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf0513f88190b2405ffc32f1e9c7 |
completed | May 10, 2026, 12:19 a.m. |
Created at: April 6, 2026, 12:01 p.m.