Triple

T89409
Position Surface form Disambiguated ID Type / Status
Subject Pioneer Valley E1797 entity
Predicate contains P35 FINISHED
Object South Hadley, Massachusetts
South Hadley, Massachusetts is a small New England town on the Connecticut River best known as the home of Mount Holyoke College.
 E173324 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: South Hadley, Massachusetts | Statement: [Pioneer Valley, contains, South Hadley, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Hadley, Massachusetts
Context triple: [Pioneer Valley, contains, South Hadley, Massachusetts]
  • A. Marlborough, Massachusetts
    Marlborough, Massachusetts is a small city in eastern Massachusetts known for its suburban character, historic New England roots, and role as a regional commercial and technology hub.
  • B. Carlisle, Massachusetts
    Carlisle, Massachusetts is a small, affluent, and largely rural residential town in northeastern Massachusetts known for its conservation land and strong community character.
  • C. Hopkinton, Massachusetts
    Hopkinton, Massachusetts is a suburban New England town best known as the starting point of the Boston Marathon.
  • D. Pittsfield, Massachusetts
    Pittsfield, Massachusetts is a small city in western Massachusetts that serves as a cultural and economic hub within the scenic Berkshire region.
  • E. Weston, Massachusetts
    Weston, Massachusetts is an affluent suburban town west of Boston known for its historic character, extensive conservation land, and highly ranked public schools.
  • 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: South Hadley, Massachusetts
Triple: [Pioneer Valley, contains, South Hadley, Massachusetts]
Generated description
South Hadley, Massachusetts is a small New England town on the Connecticut River best known as the home of Mount Holyoke College.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Hadley, Massachusetts
Target entity description: South Hadley, Massachusetts is a small New England town on the Connecticut River best known as the home of Mount Holyoke College.
  • A. Marlborough, Massachusetts
    Marlborough, Massachusetts is a small city in eastern Massachusetts known for its suburban character, historic New England roots, and role as a regional commercial and technology hub.
  • B. Carlisle, Massachusetts
    Carlisle, Massachusetts is a small, affluent, and largely rural residential town in northeastern Massachusetts known for its conservation land and strong community character.
  • C. Hopkinton, Massachusetts
    Hopkinton, Massachusetts is a suburban New England town best known as the starting point of the Boston Marathon.
  • D. Pittsfield, Massachusetts
    Pittsfield, Massachusetts is a small city in western Massachusetts that serves as a cultural and economic hub within the scenic Berkshire region.
  • E. Weston, Massachusetts
    Weston, Massachusetts is an affluent suburban town west of Boston known for its historic character, extensive conservation land, and highly ranked public schools.
  • 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_69a24d1a97dc819094e6c021fe9b05a7 completed Feb. 28, 2026, 2:04 a.m.
NER Named-entity recognition batch_69a383e3575c8190932dcdc25503d06e completed March 1, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad22fb5b30819086622f751a065b7a completed March 8, 2026, 7:19 a.m.
NEDg Description generation batch_69ad2580f68881909a0fa55f3167fb9c completed March 8, 2026, 7:30 a.m.
NED2 Entity disambiguation (via description) batch_69ad26d7f81881908cdb25bf098e0f8e completed March 8, 2026, 7:35 a.m.
Created at: Feb. 28, 2026, 2:07 a.m.