Triple
T6109683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst Central Business District |
E136203
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
Hampshire County
Hampshire County is a county in western Massachusetts known for its college towns, including Amherst and Northampton, and its vibrant academic and cultural communities.
|
E582203
|
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: Hampshire County | Statement: [Amherst Central Business District, county, Hampshire County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hampshire County Context triple: [Amherst Central Business District, county, Hampshire County]
-
A.
Hampshire
Hampshire is a county on England’s south coast known for its historic cities, naval and military heritage, and mix of rural countryside and coastal areas.
-
B.
Norfolk County
Norfolk County is a county in eastern Massachusetts that includes a mix of suburban communities and key urban institutions just outside Boston.
-
C.
Norfolk County
Norfolk County is a largely rural single-tier municipality in southwestern Ontario, Canada, known for its agriculture, Lake Erie shoreline, and small communities such as Simcoe and Port Dover.
-
D.
Norfolk county
Norfolk county is a historic and predominantly rural county in the East of England, known for its flat landscapes, extensive coastline, and market towns such as Norwich and King’s Lynn.
-
E.
East Hampshire
East Hampshire is a local government district in the county of Hampshire in South East England, encompassing a mix of historic market towns and rural countryside.
- 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: Hampshire County Triple: [Amherst Central Business District, county, Hampshire County]
Generated description
Hampshire County is a county in western Massachusetts known for its college towns, including Amherst and Northampton, and its vibrant academic and cultural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hampshire County Target entity description: Hampshire County is a county in western Massachusetts known for its college towns, including Amherst and Northampton, and its vibrant academic and cultural communities.
-
A.
Hampshire
Hampshire is a county on England’s south coast known for its historic cities, naval and military heritage, and mix of rural countryside and coastal areas.
-
B.
Norfolk County
Norfolk County is a county in eastern Massachusetts that includes a mix of suburban communities and key urban institutions just outside Boston.
-
C.
Norfolk County
Norfolk County is a largely rural single-tier municipality in southwestern Ontario, Canada, known for its agriculture, Lake Erie shoreline, and small communities such as Simcoe and Port Dover.
-
D.
Norfolk county
Norfolk county is a historic and predominantly rural county in the East of England, known for its flat landscapes, extensive coastline, and market towns such as Norwich and King’s Lynn.
-
E.
East Hampshire
East Hampshire is a local government district in the county of Hampshire in South East England, encompassing a mix of historic market towns and rural countryside.
- 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_69c0089ea6f88190b349be53e04b4f5f |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05b84ed088190a12cdb844d743326 |
completed | March 22, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c518df074481909d3990c92c11c05a |
completed | March 26, 2026, 11:30 a.m. |
| NEDg | Description generation | batch_69c51d44f6888190bb395d40090d5b25 |
completed | March 26, 2026, 11:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c51dc68bfc81909c01f8cb85b49ea1 |
completed | March 26, 2026, 11:51 a.m. |
Created at: March 22, 2026, 4:13 p.m.