Triple
T6558520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milton, Massachusetts |
E152512
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
United States Census Bureau New England City and Town Area of Boston
The United States Census Bureau New England City and Town Area of Boston is a statistical metropolitan region centered on Boston that groups together Boston and its surrounding New England cities and towns for demographic and economic analysis.
|
E604883
|
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: United States Census Bureau New England City and Town Area of Boston | Statement: [Milton, Massachusetts, partOf, United States Census Bureau New England City and Town Area of Boston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau New England City and Town Area of Boston Context triple: [Milton, Massachusetts, partOf, United States Census Bureau New England City and Town Area of Boston]
-
A.
United States Census Bureau metropolitan statistical area of Baltimore-Columbia-Towson
The United States Census Bureau metropolitan statistical area of Baltimore-Columbia-Towson is a federally defined urban region centered on Baltimore and its surrounding communities, used for statistical and economic analysis of the greater metropolitan area.
-
B.
U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
-
C.
United States Office of Management and Budget metropolitan statistical area
The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
-
D.
Boston–Worcester–Providence combined statistical area
The Boston–Worcester–Providence combined statistical area is a large multi-state U.S. population and economic region centered on the cities of Boston, Worcester, and Providence in New England.
-
E.
United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
- 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: United States Census Bureau New England City and Town Area of Boston Triple: [Milton, Massachusetts, partOf, United States Census Bureau New England City and Town Area of Boston]
Generated description
The United States Census Bureau New England City and Town Area of Boston is a statistical metropolitan region centered on Boston that groups together Boston and its surrounding New England cities and towns for demographic and economic analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau New England City and Town Area of Boston Target entity description: The United States Census Bureau New England City and Town Area of Boston is a statistical metropolitan region centered on Boston that groups together Boston and its surrounding New England cities and towns for demographic and economic analysis.
-
A.
United States Census Bureau metropolitan statistical area of Baltimore-Columbia-Towson
The United States Census Bureau metropolitan statistical area of Baltimore-Columbia-Towson is a federally defined urban region centered on Baltimore and its surrounding communities, used for statistical and economic analysis of the greater metropolitan area.
-
B.
U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
-
C.
United States Office of Management and Budget metropolitan statistical area
The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
-
D.
Boston–Worcester–Providence combined statistical area
The Boston–Worcester–Providence combined statistical area is a large multi-state U.S. population and economic region centered on the cities of Boston, Worcester, and Providence in New England.
-
E.
United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
- 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_69c688058d6881908c19b309cc55dbfa |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae202e508190a08a0c0584648b83 |
completed | March 27, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d55c817481908f570b85a6b407f9 |
completed | March 27, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69c6d6dad26481908ac4bc0ed703091b |
completed | March 27, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d84076d48190ada0903af49613de |
completed | March 27, 2026, 7:19 p.m. |
Created at: March 27, 2026, 1:52 p.m.