Triple
T677266
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillsborough County, New Hampshire |
E13104
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
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.
|
E185988
|
NE FINISHED |
How this triple was built (4 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, New Hampshire | Statement: [Hillsborough County, New Hampshire, containsSettlement, Amherst, New Hampshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amherst, New Hampshire Context triple: [Hillsborough County, New Hampshire, containsSettlement, Amherst, New Hampshire]
-
A.
Farmington, New Hampshire
Farmington, New Hampshire is a small town in Strafford County known historically for its shoe manufacturing industry and rural New England character.
-
B.
Auburn, New Hampshire
Auburn, New Hampshire is a small New England town known for its rural character, proximity to Manchester, and the presence of Lake Massabesic, a major regional water supply and recreation area.
-
C.
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.
-
D.
Hampstead, New Hampshire
Hampstead, New Hampshire is a small New England town in Rockingham County known for its historic character and numerous lakes and ponds.
-
E.
Amherst, Massachusetts
Amherst, Massachusetts is a New England college town best known as the home of the University of Massachusetts Amherst and Amherst College.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Amherst, New Hampshire Triple: [Hillsborough County, New Hampshire, containsSettlement, Amherst, New Hampshire]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amherst, New Hampshire Target entity description: 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.
-
A.
Farmington, New Hampshire
Farmington, New Hampshire is a small town in Strafford County known historically for its shoe manufacturing industry and rural New England character.
-
B.
Auburn, New Hampshire
Auburn, New Hampshire is a small New England town known for its rural character, proximity to Manchester, and the presence of Lake Massabesic, a major regional water supply and recreation area.
-
C.
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.
-
D.
Hampstead, New Hampshire
Hampstead, New Hampshire is a small New England town in Rockingham County known for its historic character and numerous lakes and ponds.
-
E.
Amherst, Massachusetts
Amherst, Massachusetts is a New England college town best known as the home of the University of Massachusetts Amherst and Amherst College.
- F. None of above. chosen
Provenance (5 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a04c89148190b6330e86697bb37b |
completed | March 1, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad606954e8819086ae3e46f3628483 |
completed | March 8, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_69ad61e9f1e88190abdd07084e107fca |
completed | March 8, 2026, 11:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad625af68481908dc5d43781aeff03 |
completed | March 8, 2026, 11:49 a.m. |
Created at: March 1, 2026, 7:36 p.m.