Triple
T183366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst, New York |
E3925
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Cheektowaga, New York
Cheektowaga, New York is a large suburban town in Erie County near Buffalo, best known as a residential and commercial hub that includes Buffalo Niagara International Airport.
|
E64843
|
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: Cheektowaga, New York | Statement: [Amherst, New York, borders, Cheektowaga, New York]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheektowaga, New York Context triple: [Amherst, New York, borders, Cheektowaga, New York]
-
A.
Tonawanda, New York
Tonawanda, New York is a suburban town in Erie County, near Buffalo, known for its residential communities and location along the Niagara River.
-
B.
Williamsville, New York
Williamsville, New York is a suburban village in Erie County that serves as a commercial and residential hub within the Buffalo–Niagara Falls metropolitan area.
-
C.
Lockport, New York
Lockport, New York is a small city in western New York State known for its historic canal locks and role as a key transportation hub along the Erie Canal.
-
D.
Endicott, New York
Endicott, New York is a village in Broome County historically known as the birthplace of IBM and a key early center of the American electronics and technology industry.
-
E.
Smithtown, New York
Smithtown, New York is a suburban town on the North Shore of Long Island in Suffolk County, known for its residential communities, schools, and local parks.
- 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: Cheektowaga, New York Triple: [Amherst, New York, borders, Cheektowaga, New York]
Generated description
Cheektowaga, New York is a large suburban town in Erie County near Buffalo, best known as a residential and commercial hub that includes Buffalo Niagara International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheektowaga, New York Target entity description: Cheektowaga, New York is a large suburban town in Erie County near Buffalo, best known as a residential and commercial hub that includes Buffalo Niagara International Airport.
-
A.
Tonawanda, New York
Tonawanda, New York is a suburban town in Erie County, near Buffalo, known for its residential communities and location along the Niagara River.
-
B.
Williamsville, New York
Williamsville, New York is a suburban village in Erie County that serves as a commercial and residential hub within the Buffalo–Niagara Falls metropolitan area.
-
C.
Lockport, New York
Lockport, New York is a small city in western New York State known for its historic canal locks and role as a key transportation hub along the Erie Canal.
-
D.
Endicott, New York
Endicott, New York is a village in Broome County historically known as the birthplace of IBM and a key early center of the American electronics and technology industry.
-
E.
Smithtown, New York
Smithtown, New York is a suburban town on the North Shore of Long Island in Suffolk County, known for its residential communities, schools, and local parks.
- 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_69a25497e2f08190a040f8c6e1842643 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25926be9c8190a4cfce66f57589d1 |
completed | Feb. 28, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a6f75d8c8190a01752e8f269f8d1 |
completed | March 1, 2026, 8:52 p.m. |
| NEDg | Description generation | batch_69a4a7e578ac8190b2406cca46643d1b |
completed | March 1, 2026, 8:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a846e51481908b71ab6350f5af7a |
completed | March 1, 2026, 8:57 p.m. |
Created at: Feb. 28, 2026, 2:40 a.m.