Triple
T19787898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Middlebury, New York |
E475323
|
entity |
| Predicate | hasName |
P744
|
FINISHED |
| Object |
Middlebury
Middlebury is a small rural town located in Wyoming County in western New York State.
|
E1396031
|
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 | Statement: [Town of Middlebury, New York, hasName, Middlebury]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middlebury Context triple: [Town of Middlebury, New York, hasName, Middlebury]
-
A.
Middlebury
Middlebury is a small suburban town in western Connecticut known for its residential character and proximity to Waterbury.
-
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 College
Middlebury College is a private liberal arts college in Middlebury, Vermont, renowned for its strong undergraduate programs and prestigious language schools.
-
D.
Jaffrey
Jaffrey is a surname most notably associated with British actor and singer Raza Jaffrey.
-
E.
Amherst
Amherst is an English surname historically associated with the British aristocratic Amherst family, including military commander Jeffery Amherst, 1st Baron Amherst.
- 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 Triple: [Town of Middlebury, New York, hasName, Middlebury]
Generated description
Middlebury is a small rural town located in Wyoming County in western New York State.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middlebury Target entity description: Middlebury is a small rural town located in Wyoming County in western New York State.
-
A.
Middlebury
Middlebury is a small suburban town in western Connecticut known for its residential character and proximity to Waterbury.
-
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 College
Middlebury College is a private liberal arts college in Middlebury, Vermont, renowned for its strong undergraduate programs and prestigious language schools.
-
D.
Jaffrey
Jaffrey is a surname most notably associated with British actor and singer Raza Jaffrey.
-
E.
Amherst
Amherst is an English surname historically associated with the British aristocratic Amherst family, including military commander Jeffery Amherst, 1st Baron Amherst.
- 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_69d8e51b014081908b263e167370529a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65389c9ac81909e61b3cbb9213e72 |
completed | April 20, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4fbbdac81909bb56c3bbd80cb92 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c5aea8948190b6e5bbcea8053478 |
completed | May 16, 2026, 1:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c6846fb481908e1d5aae2c53a7ba |
completed | May 16, 2026, 1:21 a.m. |
Created at: April 10, 2026, 1:49 p.m.