Triple

T7990453
Position Surface form Disambiguated ID Type / Status
Subject Amherst, New Hampshire E185988 entity
Predicate hasLocalGovernmentBody P3379 FINISHED
Object Amherst Board of Selectmen
The Amherst Board of Selectmen is the elected executive body responsible for overseeing municipal governance, policy, and administration in the town of Amherst, New Hampshire.
 E702856 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 Board of Selectmen | Statement: [Amherst, New Hampshire, hasLocalGovernmentBody, Amherst Board of Selectmen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amherst Board of Selectmen
Context triple: [Amherst, New Hampshire, hasLocalGovernmentBody, Amherst Board of Selectmen]
  • A. Barnstable Town Council
    Barnstable Town Council is the legislative and policy-making body for the Town of Barnstable, which includes the village of Hyannis in Massachusetts.
  • B. Town of Amherst
    The Town of Amherst is a municipality in western Massachusetts known for its vibrant college-town atmosphere, historic sites, and prominent educational institutions including the University of Massachusetts Amherst.
  • C. Amherst-Pelham Regional School District
    Amherst-Pelham Regional School District is a public school district in western Massachusetts that serves students from the towns of Amherst, Pelham, Leverett, and Shutesbury across multiple grade levels.
  • D. Amherst Regional High School
    Amherst Regional High School is a public secondary school serving students from Amherst and surrounding communities in western Massachusetts, known for its strong academics and diverse student body.
  • E. Amherst Central Business District
    The Amherst Central Business District is the historic downtown core of Amherst, Massachusetts, characterized by its preserved 19th- and early 20th-century commercial architecture and role as the town’s primary commercial and civic center.
  • 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 Board of Selectmen
Triple: [Amherst, New Hampshire, hasLocalGovernmentBody, Amherst Board of Selectmen]
Generated description
The Amherst Board of Selectmen is the elected executive body responsible for overseeing municipal governance, policy, and administration in the town of Amherst, New Hampshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amherst Board of Selectmen
Target entity description: The Amherst Board of Selectmen is the elected executive body responsible for overseeing municipal governance, policy, and administration in the town of Amherst, New Hampshire.
  • A. Barnstable Town Council
    Barnstable Town Council is the legislative and policy-making body for the Town of Barnstable, which includes the village of Hyannis in Massachusetts.
  • B. Town of Amherst
    The Town of Amherst is a municipality in western Massachusetts known for its vibrant college-town atmosphere, historic sites, and prominent educational institutions including the University of Massachusetts Amherst.
  • C. Amherst-Pelham Regional School District
    Amherst-Pelham Regional School District is a public school district in western Massachusetts that serves students from the towns of Amherst, Pelham, Leverett, and Shutesbury across multiple grade levels.
  • D. Amherst Regional High School
    Amherst Regional High School is a public secondary school serving students from Amherst and surrounding communities in western Massachusetts, known for its strong academics and diverse student body.
  • E. Amherst Central Business District
    The Amherst Central Business District is the historic downtown core of Amherst, Massachusetts, characterized by its preserved 19th- and early 20th-century commercial architecture and role as the town’s primary commercial and civic center.
  • 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_69ca829c6c308190ab05b43d234c52b2 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c6fc19c8190b98023e257c2f4f2 completed March 31, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0f5c22881908044a178d670684c completed March 31, 2026, 2:57 p.m.
NEDg Description generation batch_69cbe43f883081908768a7314409b622 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc34c6cf6881909b28a0b6882b518d completed March 31, 2026, 8:55 p.m.
Created at: March 30, 2026, 5:16 p.m.