Triple
T5743802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton, Massachusetts |
E126678
|
entity |
| Predicate | hasNeighborhood |
P40
|
FINISHED |
| Object |
Leeds, Massachusetts
Leeds, Massachusetts is a residential village and neighborhood within the city of Northampton in western Massachusetts, known for its small-town character and proximity to the Mill River.
|
E546017
|
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: Leeds, Massachusetts | Statement: [Northampton, Massachusetts, hasNeighborhood, Leeds, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leeds, Massachusetts Context triple: [Northampton, Massachusetts, hasNeighborhood, Leeds, Massachusetts]
-
A.
Leicester, Massachusetts
Leicester, Massachusetts is a small town in Worcester County known for its historic New England character and location just west of the city of Worcester.
-
B.
Lexington, Massachusetts
Lexington, Massachusetts is a historic New England town best known as the site where the first shots of the American Revolutionary War were fired at the Battle of Lexington in 1775.
-
C.
Lee, Massachusetts
Lee, Massachusetts is a small New England town in western Massachusetts known as a gateway to the Berkshires, with a historic downtown and proximity to outdoor recreation and cultural attractions.
-
D.
Leverett, Massachusetts
Leverett, Massachusetts is a small rural town in western Massachusetts known for its forests, ponds, and quiet residential character within the Pioneer Valley region.
-
E.
Lancaster, Massachusetts
Lancaster, Massachusetts is a small historic town in Worcester County known as the oldest town in the county and for its rural character and New England charm.
- 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: Leeds, Massachusetts Triple: [Northampton, Massachusetts, hasNeighborhood, Leeds, Massachusetts]
Generated description
Leeds, Massachusetts is a residential village and neighborhood within the city of Northampton in western Massachusetts, known for its small-town character and proximity to the Mill River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leeds, Massachusetts Target entity description: Leeds, Massachusetts is a residential village and neighborhood within the city of Northampton in western Massachusetts, known for its small-town character and proximity to the Mill River.
-
A.
Leicester, Massachusetts
Leicester, Massachusetts is a small town in Worcester County known for its historic New England character and location just west of the city of Worcester.
-
B.
Lexington, Massachusetts
Lexington, Massachusetts is a historic New England town best known as the site where the first shots of the American Revolutionary War were fired at the Battle of Lexington in 1775.
-
C.
Lee, Massachusetts
Lee, Massachusetts is a small New England town in western Massachusetts known as a gateway to the Berkshires, with a historic downtown and proximity to outdoor recreation and cultural attractions.
-
D.
Leverett, Massachusetts
Leverett, Massachusetts is a small rural town in western Massachusetts known for its forests, ponds, and quiet residential character within the Pioneer Valley region.
-
E.
Lancaster, Massachusetts
Lancaster, Massachusetts is a small historic town in Worcester County known as the oldest town in the county and for its rural character and New England charm.
- 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_69c07e2196e08190a38e1c6871e71acd |
completed | March 22, 2026, 11:41 p.m. |
| NEDg | Description generation | batch_69c088eaf20c8190a8ed785ebab047af |
completed | March 23, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08945dd48819096453dc14fda13d0 |
completed | March 23, 2026, 12:28 a.m. |
Created at: March 22, 2026, 3:48 p.m.