Triple
T13074146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elkhart County, Indiana |
E329527
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Town of Middlebury
The Town of Middlebury is a small Indiana community known for its Amish and Mennonite heritage, scenic rural surroundings, and role as a hub for RV manufacturing.
|
E1019277
|
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: Town of Middlebury | Statement: [Elkhart County, Indiana, contains, Town of Middlebury]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Middlebury Context triple: [Elkhart County, Indiana, contains, Town of Middlebury]
-
A.
Town of Middlebury, New York
The Town of Middlebury is a small rural municipality in western New York State known for its agricultural landscape and location within Wyoming County.
-
B.
Middlebury, Vermont
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
Middlebury is a small suburban town in western Connecticut known for its residential character and proximity to Waterbury.
-
D.
Middlebury Village Historic District
Middlebury Village Historic District is a nationally recognized historic area in downtown Middlebury, Vermont, known for its well-preserved 19th-century commercial and residential architecture.
-
E.
Montville
Montville is a picturesque hinterland village in Queensland’s Sunshine Coast region, known for its scenic views, artisan shops, and cafes.
- 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: Town of Middlebury Triple: [Elkhart County, Indiana, contains, Town of Middlebury]
Generated description
The Town of Middlebury is a small Indiana community known for its Amish and Mennonite heritage, scenic rural surroundings, and role as a hub for RV manufacturing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Town of Middlebury Target entity description: The Town of Middlebury is a small Indiana community known for its Amish and Mennonite heritage, scenic rural surroundings, and role as a hub for RV manufacturing.
-
A.
Town of Middlebury, New York
The Town of Middlebury is a small rural municipality in western New York State known for its agricultural landscape and location within Wyoming County.
-
B.
Middlebury, Vermont
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
Middlebury is a small suburban town in western Connecticut known for its residential character and proximity to Waterbury.
-
D.
Middlebury Village Historic District
Middlebury Village Historic District is a nationally recognized historic area in downtown Middlebury, Vermont, known for its well-preserved 19th-century commercial and residential architecture.
-
E.
Montville
Montville is a picturesque hinterland village in Queensland’s Sunshine Coast region, known for its scenic views, artisan shops, and cafes.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d981160e388190bab942a2ded2903e |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d608a2288190bf07023a5303f887 |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6d6e326408190b7906c7ea8e3ef85 |
completed | May 3, 2026, 5:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6d873b978819097962c82e8ffdac8 |
completed | May 3, 2026, 5:09 a.m. |
Created at: April 9, 2026, 9 p.m.