Triple

T8297050
Position Surface form Disambiguated ID Type / Status
Subject Hinsdale, Massachusetts E194245 entity
Predicate borders P224 FINISHED
Object Peru, Massachusetts
Peru, Massachusetts is a small rural town in Berkshire County known for its high elevation, forested landscape, and quiet residential character in western Massachusetts.
E724378 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: Peru, Massachusetts | Statement: [Hinsdale, Massachusetts, borders, Peru, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peru, Massachusetts
Context triple: [Hinsdale, Massachusetts, borders, Peru, Massachusetts]
  • A. Peru, Maine
    Peru, Maine is a small rural town in Oxford County known for its scenic western Maine landscape and close-knit community.
  • B. Peru, Vermont
    Peru, Vermont is a small rural town in Bennington County known for its mountainous landscape and proximity to outdoor recreation areas in southern Vermont.
  • C. Mattapoisett, Massachusetts
    Mattapoisett, Massachusetts is a small coastal town in southeastern New England known for its maritime heritage, scenic harbor, and quiet residential character.
  • D. Ayer, Massachusetts
    Ayer, Massachusetts is a small New England town in north-central Massachusetts known for its historic railroad junction, former Fort Devens military base nearby, and role as a local commercial center.
  • E. Warren, Rhode Island
    Warren, Rhode Island is a small historic New England town in Bristol County known for its waterfront along Narragansett Bay, maritime heritage, and colonial-era architecture.
  • 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: Peru, Massachusetts
Triple: [Hinsdale, Massachusetts, borders, Peru, Massachusetts]
Generated description
Peru, Massachusetts is a small rural town in Berkshire County known for its high elevation, forested landscape, and quiet residential character in western Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peru, Massachusetts
Target entity description: Peru, Massachusetts is a small rural town in Berkshire County known for its high elevation, forested landscape, and quiet residential character in western Massachusetts.
  • A. Peru, Maine
    Peru, Maine is a small rural town in Oxford County known for its scenic western Maine landscape and close-knit community.
  • B. Peru, Vermont
    Peru, Vermont is a small rural town in Bennington County known for its mountainous landscape and proximity to outdoor recreation areas in southern Vermont.
  • C. Mattapoisett, Massachusetts
    Mattapoisett, Massachusetts is a small coastal town in southeastern New England known for its maritime heritage, scenic harbor, and quiet residential character.
  • D. Ayer, Massachusetts
    Ayer, Massachusetts is a small New England town in north-central Massachusetts known for its historic railroad junction, former Fort Devens military base nearby, and role as a local commercial center.
  • E. Warren, Rhode Island
    Warren, Rhode Island is a small historic New England town in Bristol County known for its waterfront along Narragansett Bay, maritime heritage, and colonial-era architecture.
  • 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_69ca82e50ebc81909aa7b260c76bd757 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7df887148190bddc2609bc885cb4 completed March 31, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd68ad2f248190a1de95c01ddee259 completed April 1, 2026, 6:49 p.m.
NEDg Description generation batch_69cd6d574ba88190a2538897d201d8c4 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e536724819095ad006bc0f013a4 completed April 1, 2026, 8:21 p.m.
Created at: March 30, 2026, 5:53 p.m.