Triple
T3044314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manchester–Nashua metropolitan area |
E83407
|
entity |
| Predicate | hasPrincipalCity |
P3940
|
FINISHED |
| Object | Nashua, New Hampshire |
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, New Hampshire | Statement: [Manchester–Nashua metropolitan area, hasPrincipalCity, Nashua, New Hampshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nashua, New Hampshire Context triple: [Manchester–Nashua metropolitan area, hasPrincipalCity, Nashua, New Hampshire]
-
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.
Bridgewater, New Hampshire
Bridgewater, New Hampshire is a small rural town in Grafton County known for its scenic setting near Newfound Lake in central New Hampshire.
-
C.
Bedford, New Hampshire
Bedford, New Hampshire is a suburban town in southern New Hampshire known for its residential character, strong school system, and proximity to the city of Manchester.
-
D.
Salem, New Hampshire
Salem, New Hampshire is a town in Rockingham County known as a commercial hub in southern New Hampshire near the Massachusetts border.
-
E.
Merrimack, New Hampshire
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_69b5627344648190b2794d4e71524bf4 |
completed | March 14, 2026, 1:28 p.m. |
Created at: March 8, 2026, 3:01 p.m.