Triple
T5743801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton, Massachusetts |
E126678
|
entity |
| Predicate | hasNeighborhood |
P40
|
FINISHED |
| Object |
Florence, Massachusetts
Florence, Massachusetts is a village and neighborhood within the city of Northampton known for its historic abolitionist roots and vibrant arts and community life.
|
E555590
|
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: Florence, Massachusetts | Statement: [Northampton, Massachusetts, hasNeighborhood, Florence, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence, Massachusetts Context triple: [Northampton, Massachusetts, hasNeighborhood, Florence, Massachusetts]
-
A.
Franklin, Massachusetts
Franklin, Massachusetts is a suburban town in eastern Massachusetts known for its historic public library, one of the oldest in the United States, and its location within the Greater Boston area.
-
B.
Hamilton, Massachusetts
Hamilton, Massachusetts is a small, affluent suburban town on the North Shore of Massachusetts known for its rural character, equestrian culture, and proximity to the Atlantic coast.
-
C.
Boylston, Massachusetts
Boylston, Massachusetts is a small New England town in Worcester County known for its rural character, Wachusett Reservoir, and historic village center.
-
D.
Avon, Massachusetts
Avon, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character and location within the Greater Boston area.
-
E.
Springfield, Massachusetts
Springfield, Massachusetts is a historic city in western Massachusetts known as the birthplace of basketball and a former industrial and transportation hub along the Connecticut River.
- 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: Florence, Massachusetts Triple: [Northampton, Massachusetts, hasNeighborhood, Florence, Massachusetts]
Generated description
Florence, Massachusetts is a village and neighborhood within the city of Northampton known for its historic abolitionist roots and vibrant arts and community life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florence, Massachusetts Target entity description: Florence, Massachusetts is a village and neighborhood within the city of Northampton known for its historic abolitionist roots and vibrant arts and community life.
-
A.
Franklin, Massachusetts
Franklin, Massachusetts is a suburban town in eastern Massachusetts known for its historic public library, one of the oldest in the United States, and its location within the Greater Boston area.
-
B.
Hamilton, Massachusetts
Hamilton, Massachusetts is a small, affluent suburban town on the North Shore of Massachusetts known for its rural character, equestrian culture, and proximity to the Atlantic coast.
-
C.
Boylston, Massachusetts
Boylston, Massachusetts is a small New England town in Worcester County known for its rural character, Wachusett Reservoir, and historic village center.
-
D.
Avon, Massachusetts
Avon, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character and location within the Greater Boston area.
-
E.
Springfield, Massachusetts
Springfield, Massachusetts is a historic city in western Massachusetts known as the birthplace of basketball and a former industrial and transportation hub along the Connecticut River.
- 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_69c0083179548190b384b0bf3c08ca4d |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02586b25c819083c409ce324268cc |
completed | March 22, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0bf9968d881908ef4065d1d13b2b8 |
completed | March 23, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69c0c0ca548c81908382dbba5f440847 |
completed | March 23, 2026, 4:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c19e5ef08190abe26030e24b4d91 |
completed | March 23, 2026, 4:29 a.m. |
Created at: March 22, 2026, 3:48 p.m.