Triple
T3044331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manchester–Nashua metropolitan area |
E83407
|
entity |
| Predicate | isEconomicCenterFor |
P164
|
FINISHED |
| Object | southern New Hampshire |
E183822
|
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: southern New Hampshire | Statement: [Manchester–Nashua metropolitan area, isEconomicCenterFor, southern New Hampshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southern New Hampshire Context triple: [Manchester–Nashua metropolitan area, isEconomicCenterFor, southern New Hampshire]
-
A.
Newton, New Hampshire
Newton, New Hampshire is a small town in Rockingham County known for its rural residential character in the southeastern part of the state near the Massachusetts border.
-
B.
Northern New Hampshire
Northern New Hampshire is a largely rural, mountainous region of the state known for its rugged landscapes, outdoor recreation, and tourism centered around the White Mountains.
-
C.
Franklin, New Hampshire
Franklin, New Hampshire is a small city in central New Hampshire known as the birthplace of Daniel Webster and for its location at the confluence of the Pemigewasset and Winnipesaukee rivers, forming the Merrimack River.
-
D.
Lebanon, New Hampshire
Lebanon, New Hampshire is a small city in western New Hampshire known as a regional hub for healthcare, education, and technology in the Upper Connecticut River Valley.
-
E.
Merrimack, New Hampshire
chosen
Merrimack, New Hampshire is a suburban town in southern New Hampshire known for its residential communities, local commerce, and proximity to the cities of Manchester and Nashua.
- 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_69ad8b24924c8190a9bb6f61d519e4ae |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9b5ec5988190b8b6c95c743c6d1e |
completed | March 8, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1eef43da8819094cd438c93c64c86 |
completed | March 11, 2026, 10:38 p.m. |
Created at: March 8, 2026, 3:01 p.m.