Triple

T4487883
Position Surface form Disambiguated ID Type / Status
Subject Tyngsborough, Massachusetts E107290 entity
Predicate hasElementarySchool P113 FINISHED
Object Tyngsborough Elementary School
Tyngsborough Elementary School is a public primary school serving young students in the town of Tyngsborough, Massachusetts.
 E449736 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: Tyngsborough Elementary School | Statement: [Tyngsborough, Massachusetts, hasElementarySchool, Tyngsborough Elementary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tyngsborough Elementary School
Context triple: [Tyngsborough, Massachusetts, hasElementarySchool, Tyngsborough Elementary School]
  • A. Tyngsborough Middle School
    Tyngsborough Middle School is a public middle school serving students in the town of Tyngsborough, Massachusetts.
  • B. Tyngsborough Public Schools
    Tyngsborough Public Schools is the public school district serving students in the town of Tyngsborough, Massachusetts.
  • C. Tyngsborough High School
    Tyngsborough High School is a public secondary school serving students in the town of Tyngsborough, Massachusetts.
  • D. Shawsheen Elementary School
    Shawsheen Elementary School is a public primary school serving young students in the town of Wilmington, Massachusetts.
  • E. Hampshire Elementary School
    Hampshire Elementary School is a public primary school serving young students in the village of Hampshire, Illinois.
  • 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: Tyngsborough Elementary School
Triple: [Tyngsborough, Massachusetts, hasElementarySchool, Tyngsborough Elementary School]
Generated description
Tyngsborough Elementary School is a public primary school serving young students in the town of Tyngsborough, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tyngsborough Elementary School
Target entity description: Tyngsborough Elementary School is a public primary school serving young students in the town of Tyngsborough, Massachusetts.
  • A. Tyngsborough Middle School
    Tyngsborough Middle School is a public middle school serving students in the town of Tyngsborough, Massachusetts.
  • B. Tyngsborough Public Schools
    Tyngsborough Public Schools is the public school district serving students in the town of Tyngsborough, Massachusetts.
  • C. Tyngsborough High School
    Tyngsborough High School is a public secondary school serving students in the town of Tyngsborough, Massachusetts.
  • D. Shawsheen Elementary School
    Shawsheen Elementary School is a public primary school serving young students in the town of Wilmington, Massachusetts.
  • E. Hampshire Elementary School
    Hampshire Elementary School is a public primary school serving young students in the village of Hampshire, Illinois.
  • 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_69bd43f84f788190a1383579c4a595be completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd52abddf88190b4fb09884ed62500 completed March 20, 2026, 1:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda41426ec8190a239da38bd3643fd completed March 20, 2026, 7:46 p.m.
NEDg Description generation batch_69bda5e9ccc48190bfde05c935db0ef6 completed March 20, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69bda635f8d8819095604fdeab5e39e7 completed March 20, 2026, 7:55 p.m.
Created at: March 20, 2026, 12:59 p.m.