Triple
T6109688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst Central Business District |
E136203
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | downtown Amherst |
E136203
|
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: downtown Amherst | Statement: [Amherst Central Business District, partOf, downtown Amherst]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: downtown Amherst Context triple: [Amherst Central Business District, partOf, downtown Amherst]
-
A.
Amherst Central Business District
chosen
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.
-
B.
Amherst Block Party
The Amherst Block Party is an annual community street festival in downtown Amherst, Massachusetts, featuring live entertainment, local vendors, food, and family-friendly activities.
-
C.
Amherst Campus
Amherst Campus is the main suburban campus of the University at Buffalo, located in Amherst, New York, housing most of the university’s academic and research facilities.
-
D.
Amherst College Historic District
The Amherst College Historic District is a nationally recognized area encompassing the historic core of Amherst College and its surrounding landscape in Amherst, Massachusetts, noted for its 19th- and early 20th-century academic architecture and campus design.
-
E.
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.
- 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_69c0089ea6f88190b349be53e04b4f5f |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05b84ed088190a12cdb844d743326 |
completed | March 22, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1255f03e08190b62cd8ca2c079afb |
completed | March 23, 2026, 11:34 a.m. |
Created at: March 22, 2026, 4:13 p.m.