Triple

T677265
Position Surface form Disambiguated ID Type / Status
Subject Hillsborough County, New Hampshire E13104 entity
Predicate containsSettlement P847 FINISHED
Object Milford, New Hampshire
Milford, New Hampshire is a small town in southern New Hampshire known for its historic downtown, former granite quarrying industry, and role as a commercial center in Hillsborough County.
E191314 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: Milford, New Hampshire | Statement: [Hillsborough County, New Hampshire, containsSettlement, Milford, New Hampshire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milford, New Hampshire
Context triple: [Hillsborough County, New Hampshire, containsSettlement, Milford, 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. Milford, Maine
    Milford, Maine is a small town in eastern Maine located along the Penobscot River, opposite the city of Old Town.
  • C. Windham, New Hampshire
    Windham, New Hampshire is a suburban town in southern New Hampshire known for its residential character, strong schools, and proximity to the Boston metropolitan area.
  • D. Hudson, New Hampshire
    Hudson, New Hampshire is a suburban town in southern New Hampshire located along the Merrimack River, known for its residential communities and proximity to the city of Nashua.
  • E. 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.
  • 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: Milford, New Hampshire
Triple: [Hillsborough County, New Hampshire, containsSettlement, Milford, New Hampshire]
Generated description
Milford, New Hampshire is a small town in southern New Hampshire known for its historic downtown, former granite quarrying industry, and role as a commercial center in Hillsborough County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milford, New Hampshire
Target entity description: Milford, New Hampshire is a small town in southern New Hampshire known for its historic downtown, former granite quarrying industry, and role as a commercial center in Hillsborough County.
  • 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. Milford, Maine
    Milford, Maine is a small town in eastern Maine located along the Penobscot River, opposite the city of Old Town.
  • C. Windham, New Hampshire
    Windham, New Hampshire is a suburban town in southern New Hampshire known for its residential character, strong schools, and proximity to the Boston metropolitan area.
  • D. Hudson, New Hampshire
    Hudson, New Hampshire is a suburban town in southern New Hampshire located along the Merrimack River, known for its residential communities and proximity to the city of Nashua.
  • E. 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.
  • 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_69ad7957d7048190b7fe9a79543931b2 completed March 8, 2026, 1:27 p.m.
NEDg Description generation batch_69ad79ffb1f481908e91e87f131dd779 completed March 8, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_69ad7b1a6c90819095b04638ff8a45d9 completed March 8, 2026, 1:35 p.m.
Created at: March 1, 2026, 7:36 p.m.