Triple
T3172178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amtrak Ethan Allen Express |
E66378
|
entity |
| Predicate | routeVia |
P11333
|
FINISHED |
| Object | Middlebury |
E152001
|
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: Middlebury | Statement: [Amtrak Ethan Allen Express, routeVia, Middlebury]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middlebury Context triple: [Amtrak Ethan Allen Express, routeVia, Middlebury]
-
A.
Middlebury
Middlebury is a small suburban town in western Connecticut known for its residential character and proximity to Waterbury.
-
B.
Middlebury, Vermont
chosen
Middlebury, Vermont is a small historic town in Addison County known for its picturesque New England setting, vibrant arts scene, and role as an educational and cultural hub in the region.
-
C.
Middlebury College
Middlebury College is a private liberal arts college in Middlebury, Vermont, renowned for its strong undergraduate programs and prestigious language schools.
-
D.
Amherst
Amherst is an English surname historically associated with the British aristocratic Amherst family, including military commander Jeffery Amherst, 1st Baron Amherst.
-
E.
St. Johnsbury, Vermont
St. Johnsbury, Vermont is a small town in northeastern Vermont’s “Northeast Kingdom,” known as a regional commercial and cultural center with historic architecture and scenic surroundings.
- 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_69ad8585d7988190af37365331093ccd |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada66da23c81908f063b44b48b1e53 |
completed | March 8, 2026, 4:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235e9f04c8190933e893e59e9f342 |
completed | March 12, 2026, 3:41 a.m. |
Created at: March 8, 2026, 3:06 p.m.