Triple
T2450648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chittenden County, Vermont |
E53694
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
Milton, Vermont
Milton, Vermont is a small town in northwestern Vermont situated along the Lamoille River and Lake Champlain, known for its rural character and proximity to the Burlington metropolitan area.
|
E332795
|
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: Milton, Vermont | Statement: [Chittenden County, Vermont, containsTown, Milton, Vermont]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milton, Vermont Context triple: [Chittenden County, Vermont, containsTown, Milton, Vermont]
-
A.
Hancock, Vermont
Hancock, Vermont is a small rural town nestled in the Green Mountains of central Vermont, known for its scenic landscapes and outdoor recreation opportunities.
-
B.
Addison, Vermont
Addison, Vermont is a small rural town in western Vermont known for its scenic location along Lake Champlain and its agricultural landscape.
-
C.
Shelburne, Vermont
Shelburne, Vermont is a suburban town near Burlington known for its scenic Lake Champlain shoreline, Shelburne Museum, and Shelburne Farms.
-
D.
Waterbury, Vermont
Waterbury, Vermont is a small New England town known for its scenic Green Mountain setting, craft beer and food scene, and attractions like the Ben & Jerry’s factory.
-
E.
Waltham, Vermont
Waltham, Vermont is a small rural town located in Addison County in the western part of the state.
- 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: Milton, Vermont Triple: [Chittenden County, Vermont, containsTown, Milton, Vermont]
Generated description
Milton, Vermont is a small town in northwestern Vermont situated along the Lamoille River and Lake Champlain, known for its rural character and proximity to the Burlington metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milton, Vermont Target entity description: Milton, Vermont is a small town in northwestern Vermont situated along the Lamoille River and Lake Champlain, known for its rural character and proximity to the Burlington metropolitan area.
-
A.
Hancock, Vermont
Hancock, Vermont is a small rural town nestled in the Green Mountains of central Vermont, known for its scenic landscapes and outdoor recreation opportunities.
-
B.
Addison, Vermont
Addison, Vermont is a small rural town in western Vermont known for its scenic location along Lake Champlain and its agricultural landscape.
-
C.
Shelburne, Vermont
Shelburne, Vermont is a suburban town near Burlington known for its scenic Lake Champlain shoreline, Shelburne Museum, and Shelburne Farms.
-
D.
Waterbury, Vermont
Waterbury, Vermont is a small New England town known for its scenic Green Mountain setting, craft beer and food scene, and attractions like the Ben & Jerry’s factory.
-
E.
Waltham, Vermont
Waltham, Vermont is a small rural town located in Addison County in the western part of the state.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0f402b48190b871b2475983af7e |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2356752c08190aac1b36f6c14ad8c |
completed | March 12, 2026, 3:39 a.m. |
| NEDg | Description generation | batch_69b236962ee48190b37836e5fe6dbc37 |
completed | March 12, 2026, 3:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b237397e14819093a7192d28c59ad1 |
completed | March 12, 2026, 3:47 a.m. |
Created at: March 6, 2026, 9:43 p.m.