Triple
T17295937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashburnham, Massachusetts |
E419909
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
North County region of Worcester County
The North County region of Worcester County is a largely rural, small-town area in north-central Massachusetts known for its forests, lakes, and close-knit communities.
|
E1261701
|
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: North County region of Worcester County | Statement: [Ashburnham, Massachusetts, partOf, North County region of Worcester County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North County region of Worcester County Context triple: [Ashburnham, Massachusetts, partOf, North County region of Worcester County]
-
A.
Kent County urban area
Kent County urban area is a metropolitan region in western Michigan that encompasses Grand Rapids and its surrounding suburban communities, including Grandville.
-
B.
Montgomery County East County area
Montgomery County East County area is a suburban region in southeastern Montgomery County, Texas, encompassing communities like New Caney and serving as part of the greater Houston metropolitan area.
-
C.
Southern Essex County
Southern Essex County is a regional subdivision within Essex County, Massachusetts, encompassing several communities north of Boston.
-
D.
Worcester County, Massachusetts
Worcester County, Massachusetts is a large central Massachusetts county that includes the city of Worcester and serves as a key geographic and economic link between the Boston metropolitan area and western New England.
-
E.
Cumberland County metropolitan region
The Cumberland County metropolitan region is a population and economic hub in southern Maine centered around the city of Portland and its surrounding communities.
- 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: North County region of Worcester County Triple: [Ashburnham, Massachusetts, partOf, North County region of Worcester County]
Generated description
The North County region of Worcester County is a largely rural, small-town area in north-central Massachusetts known for its forests, lakes, and close-knit communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North County region of Worcester County Target entity description: The North County region of Worcester County is a largely rural, small-town area in north-central Massachusetts known for its forests, lakes, and close-knit communities.
-
A.
Kent County urban area
Kent County urban area is a metropolitan region in western Michigan that encompasses Grand Rapids and its surrounding suburban communities, including Grandville.
-
B.
Montgomery County East County area
Montgomery County East County area is a suburban region in southeastern Montgomery County, Texas, encompassing communities like New Caney and serving as part of the greater Houston metropolitan area.
-
C.
Southern Essex County
Southern Essex County is a regional subdivision within Essex County, Massachusetts, encompassing several communities north of Boston.
-
D.
Worcester County, Massachusetts
Worcester County, Massachusetts is a large central Massachusetts county that includes the city of Worcester and serves as a key geographic and economic link between the Boston metropolitan area and western New England.
-
E.
Cumberland County metropolitan region
The Cumberland County metropolitan region is a population and economic hub in southern Maine centered around the city of Portland and its surrounding communities.
- 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_69d886db32608190a61e18862c5a8af6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e437875b208190bcf0df2ded546257 |
completed | April 19, 2026, 2:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180d881ec81908e794143d355effe |
completed | May 11, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_6a0185288b0c8190aa2122b40f2f5722 |
completed | May 11, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0185bd6e0c8190be703e260c499b5e |
completed | May 11, 2026, 7:31 a.m. |
Created at: April 10, 2026, 5:40 a.m.