Triple
T4778097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Otsego, Michigan |
E106101
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object | U.S. Route 131 (nearby) |
E249545
|
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 131 (nearby) | Statement: [Otsego, Michigan, hasTransportation, U.S. Route 131 (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 131 (nearby) Context triple: [Otsego, Michigan, hasTransportation, U.S. Route 131 (nearby)]
-
A.
U.S. Route 71 (nearby)
U.S. Route 71 is a major north–south United States highway running through the central states, providing regional connectivity near Lamar, Missouri.
-
B.
U.S. Route 11 nearby
U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
-
C.
U.S. Route 101 (nearby)
U.S. Route 101 is a major north–south U.S. highway running along much of the West Coast, serving key urban and suburban areas in California, Oregon, and Washington.
-
D.
U.S. Route 206 (nearby)
U.S. Route 206 is a major north–south United States highway running through New Jersey and Pennsylvania, connecting numerous towns and serving as an important regional transportation corridor.
-
E.
US 131
chosen
US 131 is a north–south U.S. Highway in western Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids up toward the northern Lower Peninsula.
- 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_69bd43f3074c8190937e7b0a457fe9f1 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd658942e481908570cfec77fe4a4b |
completed | March 20, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43caec588190880c47f11d3f2daf |
completed | March 21, 2026, 7:07 a.m. |
Created at: March 20, 2026, 1:21 p.m.