Triple
T636720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bowling Green, Kentucky |
E16637
|
entity |
| Predicate | isServedByHighway |
P385
|
FINISHED |
| Object |
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.
|
E445343
|
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 231 | Statement: [Bowling Green, Kentucky, isServedByHighway, U.S. Route 231]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 231 Context triple: [Bowling Green, Kentucky, isServedByHighway, U.S. Route 231]
-
A.
U.S. Route 221
U.S. Route 221 is a north–south United States highway that runs through several southeastern states, connecting rural communities and regional centers.
-
B.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
C.
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.
-
D.
U.S. Route 278
U.S. Route 278 is a major east–west United States highway that runs from Arkansas through the Deep South to the Atlantic coast, connecting numerous cities and rural areas along its multi-state corridor.
-
E.
U.S. Route 23
U.S. Route 23 is a major north–south U.S. highway running from Florida to Michigan, serving as a key regional transportation artery through several eastern and midwestern states.
- 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 231 Triple: [Bowling Green, Kentucky, isServedByHighway, U.S. Route 231]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 231 Target entity description: 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.
-
A.
U.S. Route 221
U.S. Route 221 is a north–south United States highway that runs through several southeastern states, connecting rural communities and regional centers.
-
B.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
C.
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.
-
D.
U.S. Route 278
U.S. Route 278 is a major east–west United States highway that runs from Arkansas through the Deep South to the Atlantic coast, connecting numerous cities and rural areas along its multi-state corridor.
-
E.
U.S. Route 23
U.S. Route 23 is a major north–south U.S. highway running from Florida to Michigan, serving as a key regional transportation artery through several eastern and midwestern states.
- 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_69a4936be1c88190af56540324b57da7 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a515ceb081908c064b2082047c0f |
completed | March 1, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b67b92d4dc81908a26a977bc25319c |
completed | March 15, 2026, 9:27 a.m. |
| NEDg | Description generation | batch_69b67d82a2cc81909c6cb1118389a7eb |
completed | March 15, 2026, 9:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b67e6a58e0819086b510a53ff23bb3 |
completed | March 15, 2026, 9:39 a.m. |
Created at: March 1, 2026, 7:35 p.m.