Triple
T14921763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nashua Transit System |
E371527
|
entity |
| Predicate | publicTransitSystemFor |
P1288
|
FINISHED |
| Object | Nashua urban area |
E75930
|
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: Nashua urban area | Statement: [Nashua Transit System, publicTransitSystemFor, Nashua urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nashua urban area Context triple: [Nashua Transit System, publicTransitSystemFor, Nashua urban area]
-
A.
Nashua, New Hampshire
chosen
Nashua, New Hampshire is a mid-sized city in southern New Hampshire known for its historic mill heritage, commercial centers, and role as part of the Greater Boston metropolitan area.
-
B.
Concord micropolitan area
The Concord micropolitan area is a small-scale urban region in central New Hampshire centered on the city of Concord and its surrounding communities, recognized for its shared economic and social ties.
-
C.
Manchester–Nashua metropolitan area
The Manchester–Nashua metropolitan area is a major urban and economic region in southern New Hampshire centered on the cities of Manchester and Nashua.
-
D.
Salem metropolitan area
The Salem metropolitan area is a population and economic region in northwestern Oregon centered on the state capital city of Salem and its surrounding communities.
-
E.
Pittsfield metropolitan area
The Pittsfield metropolitan area is a U.S. Census-defined region in western Massachusetts centered on the city of Pittsfield and encompassing surrounding communities in Berkshire County.
- 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_69d85cc7ea3481908228b5acb7d06f12 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded63121e48190b54eb2546acc3c93 |
completed | April 15, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe8bd1a4548190a14e246ab69ed21c |
completed | May 9, 2026, 1:20 a.m. |
Created at: April 10, 2026, 2:34 a.m.