Triple
T3796986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ballston Spa |
E91594
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Town of Milton
The Town of Milton is a municipality in Saratoga County, New York, known for its mix of suburban and rural communities near the village of Ballston Spa.
|
E389092
|
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 Milton | Statement: [Ballston Spa, partOf, Town of Milton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Milton Context triple: [Ballston Spa, partOf, Town of Milton]
-
A.
Town of Milton
The Town of Milton is a rapidly growing suburban community in southern Ontario, Canada, located within the Greater Toronto Area and known for its mix of residential neighborhoods, industrial areas, and access to major transportation routes.
-
B.
Town of Milton
The Town of Milton is a small historic municipality in northern Caswell County, North Carolina, near the Virginia border.
-
C.
East Milton
East Milton is a residential neighborhood and commercial district within the town of Milton, Massachusetts, located just south of Boston.
-
D.
Milton Township
Milton Township is a civil township in DuPage County, Illinois, encompassing communities such as Wheaton and Glen Ellyn in the Chicago metropolitan area.
-
E.
Town of Shirley
The Town of Shirley is a small New England community in north-central Massachusetts known for its rural character, historic village center, and commuter rail access to the Boston metropolitan area.
- 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 Milton Triple: [Ballston Spa, partOf, Town of Milton]
Generated description
The Town of Milton is a municipality in Saratoga County, New York, known for its mix of suburban and rural communities near the village of Ballston Spa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Town of Milton Target entity description: The Town of Milton is a municipality in Saratoga County, New York, known for its mix of suburban and rural communities near the village of Ballston Spa.
-
A.
Town of Milton
The Town of Milton is a rapidly growing suburban community in southern Ontario, Canada, located within the Greater Toronto Area and known for its mix of residential neighborhoods, industrial areas, and access to major transportation routes.
-
B.
Town of Milton
The Town of Milton is a small historic municipality in northern Caswell County, North Carolina, near the Virginia border.
-
C.
East Milton
East Milton is a residential neighborhood and commercial district within the town of Milton, Massachusetts, located just south of Boston.
-
D.
Milton Township
Milton Township is a civil township in DuPage County, Illinois, encompassing communities such as Wheaton and Glen Ellyn in the Chicago metropolitan area.
-
E.
Town of Shirley
The Town of Shirley is a small New England community in north-central Massachusetts known for its rural character, historic village center, and commuter rail access to the Boston metropolitan area.
- 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_69aed96354f48190a768966d6bd19b04 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee7a0818481909460197929ebb8e4 |
completed | March 9, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f061a9e481908d16ae0aa44e2f16 |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f25fab648190abbded4d44357c54 |
completed | March 14, 2026, 5:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f314a63c8190a76ed8f4bd21eaf5 |
completed | March 14, 2026, 5:33 a.m. |
Created at: March 9, 2026, 3:15 p.m.