Triple
T4063589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Cemetery, Amherst, Massachusetts, United States |
E86271
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Town of Amherst
The Town of Amherst is a municipality in western Massachusetts known for its vibrant college-town atmosphere, historic sites, and prominent educational institutions including the University of Massachusetts Amherst.
|
E412125
|
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: Town of Amherst | Statement: [West Cemetery, Amherst, Massachusetts, United States, operatedBy, Town of Amherst]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Amherst Context triple: [West Cemetery, Amherst, Massachusetts, United States, operatedBy, Town of Amherst]
-
A.
Amherst, New Hampshire
Amherst, New Hampshire is a historic small town in southern New Hampshire known for its classic New England village green, preserved colonial architecture, and residential character.
-
B.
Amherst, New York
Amherst, New York is a suburban town near Buffalo known for hosting major educational and nonprofit institutions, including the headquarters of the Center for Inquiry.
-
C.
Hopedale
Hopedale is a remote Inuit community on the northern coast of Labrador, Canada, known as one of the principal settlements within the Inuit self-governing region of Nunatsiavut.
-
D.
Town of Falmouth
The Town of Falmouth is a coastal municipality on Cape Cod in Massachusetts known for its beaches, maritime heritage, and tourism.
-
E.
Amherst Central Business District
The Amherst Central Business District is the historic downtown core of Amherst, Massachusetts, characterized by its preserved 19th- and early 20th-century commercial architecture and role as the town’s primary commercial and civic center.
- 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: Town of Amherst Triple: [West Cemetery, Amherst, Massachusetts, United States, operatedBy, Town of Amherst]
Generated description
The Town of Amherst is a municipality in western Massachusetts known for its vibrant college-town atmosphere, historic sites, and prominent educational institutions including the University of Massachusetts Amherst.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Town of Amherst Target entity description: The Town of Amherst is a municipality in western Massachusetts known for its vibrant college-town atmosphere, historic sites, and prominent educational institutions including the University of Massachusetts Amherst.
-
A.
Amherst, New Hampshire
Amherst, New Hampshire is a historic small town in southern New Hampshire known for its classic New England village green, preserved colonial architecture, and residential character.
-
B.
Amherst, New York
Amherst, New York is a suburban town near Buffalo known for hosting major educational and nonprofit institutions, including the headquarters of the Center for Inquiry.
-
C.
Hopedale
Hopedale is a remote Inuit community on the northern coast of Labrador, Canada, known as one of the principal settlements within the Inuit self-governing region of Nunatsiavut.
-
D.
Town of Falmouth
The Town of Falmouth is a coastal municipality on Cape Cod in Massachusetts known for its beaches, maritime heritage, and tourism.
-
E.
Amherst Central Business District
The Amherst Central Business District is the historic downtown core of Amherst, Massachusetts, characterized by its preserved 19th- and early 20th-century commercial architecture and role as the town’s primary commercial and civic center.
- 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_69aed93c69208190a4efac0efe3cd69b |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbd7896c81909c61ed0d910d9c5f |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b55b5388190a90551c43388f3fc |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56bdcfa94819096df212e6e99937e |
completed | March 14, 2026, 2:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56c5e73e88190896176180a9e58cd |
completed | March 14, 2026, 2:10 p.m. |
Created at: March 9, 2026, 3:38 p.m.