Triple

T8581935
Position Surface form Disambiguated ID Type / Status
Subject Andover, Massachusetts E203201 entity
Predicate schoolDistrict P226 FINISHED
Object Andover Public Schools
Andover Public Schools is the public school district serving students in the town of Andover, Massachusetts, operating multiple elementary, middle, and high schools.
 E746119 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: Andover Public Schools | Statement: [Andover, Massachusetts, schoolDistrict, Andover Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andover Public Schools
Context triple: [Andover, Massachusetts, schoolDistrict, Andover Public Schools]
  • A. Andover High School
    Andover High School is a public secondary school serving students in grades 9–12 in the town of Andover, Massachusetts.
  • B. Danvers Public Schools
    Danvers Public Schools is the public school district serving students in the town of Danvers, Massachusetts.
  • C. Medford Public Schools
    Medford Public Schools is the public school district serving students in the city of Medford, Massachusetts.
  • D. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • E. Merrimack School District
    Merrimack School District is the public school system serving students in the town of Merrimack, New Hampshire.
  • 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: Andover Public Schools
Triple: [Andover, Massachusetts, schoolDistrict, Andover Public Schools]
Generated description
Andover Public Schools is the public school district serving students in the town of Andover, Massachusetts, operating multiple elementary, middle, and high schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andover Public Schools
Target entity description: Andover Public Schools is the public school district serving students in the town of Andover, Massachusetts, operating multiple elementary, middle, and high schools.
  • A. Andover High School
    Andover High School is a public secondary school serving students in grades 9–12 in the town of Andover, Massachusetts.
  • B. Danvers Public Schools
    Danvers Public Schools is the public school district serving students in the town of Danvers, Massachusetts.
  • C. Medford Public Schools
    Medford Public Schools is the public school district serving students in the city of Medford, Massachusetts.
  • D. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • E. Merrimack School District
    Merrimack School District is the public school system serving students in the town of Merrimack, New Hampshire.
  • 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_69ca8329bb7c8190a63c643730839103 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbeb1bbbd8819082670286a711826d completed March 31, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea89550f481908a7ed45303b71731 completed April 2, 2026, 5:34 p.m.
NEDg Description generation batch_69cea996a5c48190a12ffe8e282d2d9c completed April 2, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69ceadb2d52c8190aada1d797753663e completed April 2, 2026, 5:56 p.m.
Created at: March 30, 2026, 6:22 p.m.