Triple
T6109601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pioneer Valley Transit Authority |
E136200
|
entity |
| Predicate | operatesIn |
P82
|
FINISHED |
| Object | Amherst area |
E25328
|
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 area | Statement: [Pioneer Valley Transit Authority, operatesIn, Amherst area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amherst area Context triple: [Pioneer Valley Transit Authority, operatesIn, Amherst area]
-
A.
Amherst, Massachusetts
chosen
Amherst, Massachusetts is a New England college town best known as the home of the University of Massachusetts Amherst and Amherst College.
-
B.
Amherst
Amherst is an English surname historically associated with the British aristocratic Amherst family, including military commander Jeffery Amherst, 1st Baron Amherst.
-
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 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.
-
E.
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.
- 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_69c62cfca10c8190b9e0691ba90fff02 |
completed | March 27, 2026, 7:08 a.m. |
Created at: March 22, 2026, 4:13 p.m.