Triple

T17965025
Position Surface form Disambiguated ID Type / Status
Subject Belmont, New Hampshire E449179 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Shaker Regional School District
Shaker Regional School District is a public school district serving students in Belmont and surrounding communities in central New Hampshire.
E1299082 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: Shaker Regional School District | Statement: [Belmont, New Hampshire, hasSchoolDistrict, Shaker Regional School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shaker Regional School District
Context triple: [Belmont, New Hampshire, hasSchoolDistrict, Shaker Regional School District]
  • A. Ayer-Shirley Regional School District
    Ayer-Shirley Regional School District is a public school district in Massachusetts that serves the educational needs of students from the towns of Ayer and Shirley.
  • B. Valley Central School District
    Valley Central School District is a public school district serving students in and around the Town of Wallkill in Orange County, New York.
  • C. Forest City Regional School District
    Forest City Regional School District is a public school district serving students in and around the Forest City area of northeastern Pennsylvania.
  • D. Interboro School District
    Interboro School District is a public school district in southeastern Pennsylvania serving several communities in Delaware County, including Prospect Park.
  • E. Timberlane Regional School District
    Timberlane Regional School District is a public school district in southern New Hampshire that serves Plaistow and several surrounding communities.
  • 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: Shaker Regional School District
Triple: [Belmont, New Hampshire, hasSchoolDistrict, Shaker Regional School District]
Generated description
Shaker Regional School District is a public school district serving students in Belmont and surrounding communities in central New Hampshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shaker Regional School District
Target entity description: Shaker Regional School District is a public school district serving students in Belmont and surrounding communities in central New Hampshire.
  • A. Ayer-Shirley Regional School District
    Ayer-Shirley Regional School District is a public school district in Massachusetts that serves the educational needs of students from the towns of Ayer and Shirley.
  • B. Valley Central School District
    Valley Central School District is a public school district serving students in and around the Town of Wallkill in Orange County, New York.
  • C. Forest City Regional School District
    Forest City Regional School District is a public school district serving students in and around the Forest City area of northeastern Pennsylvania.
  • D. Interboro School District
    Interboro School District is a public school district in southeastern Pennsylvania serving several communities in Delaware County, including Prospect Park.
  • E. Timberlane Regional School District
    Timberlane Regional School District is a public school district in southern New Hampshire that serves Plaistow and several surrounding communities.
  • 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_69d8b9f9927c8190a006110c8b996e61 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4b136e4088190ac97fd92dc84a4b9 completed April 19, 2026, 10:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0330100f048190aba7448d9891cfdc completed May 12, 2026, 1:50 p.m.
NEDg Description generation batch_6a033146fbbc81908c28b8dc53517f53 completed May 12, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0333c5fb888190b73cbd9f032dbc6e completed May 12, 2026, 2:05 p.m.
Created at: April 10, 2026, 10:22 a.m.