Triple

T37382081
Position Surface form Disambiguated ID Type / Status
Subject Worthington, Massachusetts E928456 entity
Predicate hasEducationalServiceRegion P26530 FINISHED
Object Hampshire County school districts
Hampshire County school districts are the public school administrative systems serving communities throughout Hampshire County, Massachusetts.
 E2225492 NE FINISHED

How this triple was built (3 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: Hampshire County school districts | Statement: [Worthington, Massachusetts, hasEducationalServiceRegion, Hampshire County school districts]
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: Hampshire County school districts
Triple: [Worthington, Massachusetts, hasEducationalServiceRegion, Hampshire County school districts]
Generated description
Hampshire County school districts are the public school administrative systems serving communities throughout Hampshire County, Massachusetts.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasEducationalServiceRegion
Context triple: [Worthington, Massachusetts, hasEducationalServiceRegion, Hampshire County school districts]
  • A. hasEducationalServiceArea chosen
    Indicates that an entity (such as an educational institution or authority) is responsible for providing educational services within a specified geographic area.
  • B. hasEducationServices
    Indicates that one entity provides or offers educational services to another entity or within a particular context.
  • C. hasRegionalSchool
    Indicates that an entity has an associated school that serves or operates within a specific geographic region.
  • D. hasEducationalSupportIn
    Indicates that an entity receives or is provided with educational support within a specified context, location, or setting.
  • E. countryEducationJurisdiction
    Indicates that a specified country has legal authority or responsibility over the governance and regulation of an education system or educational activities.
  • F. None of above.

Provenance (6 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_69f76eb9e66881908534cf22d04c3b5a completed May 3, 2026, 3:50 p.m.
NER Named-entity recognition batch_69fb9e1845e881908d19158440cf3b87 completed May 6, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_6a4076fb14448190a74e27325d7ba3d0 completed June 28, 2026, 1:20 a.m.
NEDg Description generation batch_6a407815cb2c819081f70306820721b0 completed June 28, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_6a40791b81a481908283707caf3d7394 completed June 28, 2026, 1:30 a.m.
PD Predicate disambiguation batch_69fb8d08d6988190a00794ac26078348 completed May 6, 2026, 6:48 p.m.
Created at: May 3, 2026, 4:16 p.m.