Triple
T14256919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst, Nova Scotia |
E353406
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Amherst Town Council
The Amherst Town Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing administration in the town of Amherst, Nova Scotia.
|
E1090175
|
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: Amherst Town Council | Statement: [Amherst, Nova Scotia, governingBody, Amherst Town Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amherst Town Council Context triple: [Amherst, Nova Scotia, governingBody, Amherst Town Council]
-
A.
Amherst Board of Selectmen
The Amherst Board of Selectmen is the elected executive body responsible for overseeing municipal governance, policy, and administration in the town of Amherst, New Hampshire.
-
B.
Amherst School District
Amherst School District is the public school system serving the town of Amherst in southern New Hampshire.
-
C.
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.
-
D.
Barnstable Town Council
Barnstable Town Council is the legislative and policy-making body for the Town of Barnstable, which includes the village of Hyannis in Massachusetts.
-
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: Amherst Town Council Triple: [Amherst, Nova Scotia, governingBody, Amherst Town Council]
Generated description
The Amherst Town Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing administration in the town of Amherst, Nova Scotia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amherst Town Council Target entity description: The Amherst Town Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing administration in the town of Amherst, Nova Scotia.
-
A.
Amherst Board of Selectmen
The Amherst Board of Selectmen is the elected executive body responsible for overseeing municipal governance, policy, and administration in the town of Amherst, New Hampshire.
-
B.
Amherst School District
Amherst School District is the public school system serving the town of Amherst in southern New Hampshire.
-
C.
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.
-
D.
Barnstable Town Council
Barnstable Town Council is the legislative and policy-making body for the Town of Barnstable, which includes the village of Hyannis in Massachusetts.
-
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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de62992a188190bc046fbab5a149d6 |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd325f213881909acf776ff4831c30 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd3417e8e88190b099bfe4ba30f364 |
completed | May 8, 2026, 12:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd37df3dfc8190a594abb2c14e11bb |
completed | May 8, 2026, 1:09 a.m. |
Created at: April 10, 2026, 1:09 a.m.