Triple
T1326613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middlebury College |
E28342
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
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.
|
E152001
|
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: Middlebury, Vermont | Statement: [Middlebury College, locatedIn, Middlebury, Vermont]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middlebury, Vermont Context triple: [Middlebury College, locatedIn, Middlebury, Vermont]
-
A.
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.
-
B.
Bennington, Vermont
Bennington, Vermont is a historic town in southwestern Vermont known for its role in the American Revolutionary War and its prominent Revolutionary War monument.
-
C.
Brattleboro, Vermont
Brattleboro, Vermont is a small town in southeastern Vermont known for its vibrant arts community, historic New England character, and location along the Connecticut River.
-
D.
Arlington, Vermont
Arlington, Vermont is a small New England town in southwestern Vermont known for its picturesque rural scenery and its association with American illustrator Norman Rockwell, who lived and worked there for many years.
-
E.
Burlington, Vermont
Burlington, Vermont is the largest city in Vermont, known for its vibrant arts scene, waterfront on Lake Champlain, and home to the University of Vermont.
- 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: Middlebury, Vermont Triple: [Middlebury College, locatedIn, Middlebury, Vermont]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middlebury, Vermont Target entity description: 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.
-
A.
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.
-
B.
Bennington, Vermont
Bennington, Vermont is a historic town in southwestern Vermont known for its role in the American Revolutionary War and its prominent Revolutionary War monument.
-
C.
Brattleboro, Vermont
Brattleboro, Vermont is a small town in southeastern Vermont known for its vibrant arts community, historic New England character, and location along the Connecticut River.
-
D.
Arlington, Vermont
Arlington, Vermont is a small New England town in southwestern Vermont known for its picturesque rural scenery and its association with American illustrator Norman Rockwell, who lived and worked there for many years.
-
E.
Burlington, Vermont
Burlington, Vermont is the largest city in Vermont, known for its vibrant arts scene, waterfront on Lake Champlain, and home to the University of Vermont.
- 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_69a498540a2481909e807a762280d3ba |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1c0a22881909eff0fc6c91a5f41 |
completed | March 1, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf3038148190bd945f67e1a619ca |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbf958b308190874369550420f827 |
completed | March 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc0c32180819082af905fd56c4b27 |
completed | March 8, 2026, 12:20 a.m. |
Created at: March 1, 2026, 7:55 p.m.