Triple
T8169404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst |
E190776
|
entity |
| Predicate | hasToponymicUsage |
P20238
|
FINISHED |
| Object | Amherst, New York |
E140201
|
NE FINISHED |
How this triple was built (2 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, New York | Statement: [Amherst, hasToponymicUsage, Amherst, New York]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amherst, New York Context triple: [Amherst, hasToponymicUsage, Amherst, New York]
-
A.
Amherst, New York
chosen
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.
-
B.
Medford, New York
Medford, New York is a suburban hamlet on Long Island known for its residential neighborhoods, shopping centers, and proximity to major highways and nearby Long Island Rail Road service.
-
C.
Watertown, New York
Watertown, New York is a small city in northern New York State that serves as the commercial and cultural hub of the surrounding rural region near the Canadian border.
-
D.
Brewster, New York
Brewster, New York is a small village in Putnam County known as a commuter hub for New York City and a gateway to the region’s reservoirs and outdoor recreation areas.
-
E.
Cambria, New York
Cambria, New York is a rural town in Niagara County known for its agricultural landscape and small-community character in western New York State.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82c1c0a08190bf8692b4d91a03ca |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb7266bc148190984060b7b95effb5 |
completed | March 31, 2026, 7:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cced5a4398819085364b3a45a85941 |
completed | April 1, 2026, 10:03 a.m. |
Created at: March 30, 2026, 5:39 p.m.