Triple

T14665500
Position Surface form Disambiguated ID Type / Status
Subject Westford, Vermont E344359 entity
Predicate hasPrimaryEducationFacility P3445 FINISHED
Object Westford Elementary School
Westford Elementary School is a public primary school serving young students in the rural community of Westford, Vermont.
E1112821 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: Westford Elementary School | Statement: [Westford, Vermont, hasPrimaryEducationFacility, Westford Elementary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Westford Elementary School
Context triple: [Westford, Vermont, hasPrimaryEducationFacility, Westford Elementary School]
  • A. Westford Public Schools
    Westford Public Schools is the public school district serving students in the town of Westford, Massachusetts.
  • B. Westford Academy
    Westford Academy is a public high school in Westford, Massachusetts, known as one of the oldest public high schools in the United States.
  • C. William Foster Elementary School
    William Foster Elementary School is a public primary school serving students in the Garfield Heights community of Ohio.
  • D. Westport Elementary School
    Westport Elementary School is a public primary school serving young students in the town of Westport, Massachusetts.
  • E. Shawsheen Elementary School
    Shawsheen Elementary School is a public primary school serving young students in the town of Wilmington, Massachusetts.
  • 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: Westford Elementary School
Triple: [Westford, Vermont, hasPrimaryEducationFacility, Westford Elementary School]
Generated description
Westford Elementary School is a public primary school serving young students in the rural community of Westford, Vermont.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Westford Elementary School
Target entity description: Westford Elementary School is a public primary school serving young students in the rural community of Westford, Vermont.
  • A. Westford Public Schools
    Westford Public Schools is the public school district serving students in the town of Westford, Massachusetts.
  • B. Westford Academy
    Westford Academy is a public high school in Westford, Massachusetts, known as one of the oldest public high schools in the United States.
  • C. William Foster Elementary School
    William Foster Elementary School is a public primary school serving students in the Garfield Heights community of Ohio.
  • D. Westport Elementary School
    Westport Elementary School is a public primary school serving young students in the town of Westport, Massachusetts.
  • E. Shawsheen Elementary School
    Shawsheen Elementary School is a public primary school serving young students in the town of Wilmington, Massachusetts.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb54c69f8819080a37161deecfba8 completed April 14, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5e63e6c8190ba67776719f2ff0c completed May 8, 2026, 12:24 p.m.
NEDg Description generation batch_69fdda3510bc8190b12783ded11b5796 completed May 8, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69fddaa56f4c8190ba56af6a7a56a201 completed May 8, 2026, 12:44 p.m.
Created at: April 10, 2026, 1:27 a.m.