Triple
T11747993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts municipalities |
E279332
|
entity |
| Predicate | includeNotableExample |
P32479
|
FINISHED |
| Object | Town of Amherst |
E412125
|
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: Town of Amherst | Statement: [Massachusetts municipalities, includeNotableExample, Town of Amherst]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Amherst Context triple: [Massachusetts municipalities, includeNotableExample, Town of Amherst]
-
A.
Town of Amherst
chosen
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.
-
B.
South Amherst
South Amherst is a small village in northern Ohio, United States, known for its residential character and proximity to the Lake Erie region.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d6ab01038c819080714901502c84fc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a50763a081908597da118bd0a64e |
completed | April 10, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f01a0492b48190b6f2e3cf36b4f537 |
completed | April 28, 2026, 2:23 a.m. |
Created at: April 8, 2026, 9:41 p.m.