Triple

T11154270
Position Surface form Disambiguated ID Type / Status
Subject Easthampton, Massachusetts E263864 entity
Predicate schoolDistrict P226 FINISHED
Object Easthampton Public Schools
Easthampton Public Schools is the public school district that operates the primary and secondary schools serving students in the city of Easthampton, Massachusetts.
 E908498 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: Easthampton Public Schools | Statement: [Easthampton, Massachusetts, schoolDistrict, Easthampton Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Easthampton Public Schools
Context triple: [Easthampton, Massachusetts, schoolDistrict, Easthampton Public Schools]
  • A. Essex Fells School District
    Essex Fells School District is a small public school district in Essex Fells, New Jersey, serving local students in the early grade levels with a single elementary school.
  • B. Hampshire Regional School District
    Hampshire Regional School District is a public school district in western Massachusetts that serves Williamsburg and several neighboring rural communities.
  • C. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • D. Pioneer Valley Regional School District
    Pioneer Valley Regional School District is a public school district in northwestern Massachusetts that serves students from several small rural communities, including Gill.
  • E. Farmington River Regional School District
    Farmington River Regional School District is a small public school district in western Massachusetts that serves students from the rural towns of Otis and Sandisfield.
  • 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: Easthampton Public Schools
Triple: [Easthampton, Massachusetts, schoolDistrict, Easthampton Public Schools]
Generated description
Easthampton Public Schools is the public school district that operates the primary and secondary schools serving students in the city of Easthampton, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Easthampton Public Schools
Target entity description: Easthampton Public Schools is the public school district that operates the primary and secondary schools serving students in the city of Easthampton, Massachusetts.
  • A. Essex Fells School District
    Essex Fells School District is a small public school district in Essex Fells, New Jersey, serving local students in the early grade levels with a single elementary school.
  • B. Hampshire Regional School District
    Hampshire Regional School District is a public school district in western Massachusetts that serves Williamsburg and several neighboring rural communities.
  • C. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • D. Pioneer Valley Regional School District
    Pioneer Valley Regional School District is a public school district in northwestern Massachusetts that serves students from several small rural communities, including Gill.
  • E. Farmington River Regional School District
    Farmington River Regional School District is a small public school district in western Massachusetts that serves students from the rural towns of Otis and Sandisfield.
  • 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_69d6aa9ccddc8190868998c8b7beb060 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e872ffbc8190b8a3bbd912115342 completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e46341f224819099dd618b377e5bc2 completed April 19, 2026, 5:08 a.m.
NEDg Description generation batch_69e46c3448348190b2c062d21771066d completed April 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69e46dadbc5c8190b41279a05731dc95 completed April 19, 2026, 5:52 a.m.
Created at: April 8, 2026, 9:28 p.m.