Triple

T17045155
Position Surface form Disambiguated ID Type / Status
Subject Stoughton, Wisconsin E413547 entity
Predicate schoolDistrict P226 FINISHED
Object Stoughton Area School District
Stoughton Area School District is a public school district that serves students in the Stoughton, Wisconsin community and surrounding areas.
 E1249436 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: Stoughton Area School District | Statement: [Stoughton, Wisconsin, schoolDistrict, Stoughton Area School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stoughton Area School District
Context triple: [Stoughton, Wisconsin, schoolDistrict, Stoughton Area School District]
  • A. Stoughton High School
    Stoughton High School is a public secondary school serving students in the Stoughton, Wisconsin area.
  • B. Newton Public Schools
    Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
  • C. Athol-Royalston Regional School District
    Athol-Royalston Regional School District is a public school district serving students in the towns of Athol and Royalston in north-central Massachusetts.
  • D. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • E. Cabot School District
    Cabot School District is a public school district in Arkansas that provides K–12 education to students in Cabot and surrounding communities, including Ward.
  • 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: Stoughton Area School District
Triple: [Stoughton, Wisconsin, schoolDistrict, Stoughton Area School District]
Generated description
Stoughton Area School District is a public school district that serves students in the Stoughton, Wisconsin community and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stoughton Area School District
Target entity description: Stoughton Area School District is a public school district that serves students in the Stoughton, Wisconsin community and surrounding areas.
  • A. Stoughton High School
    Stoughton High School is a public secondary school serving students in the Stoughton, Wisconsin area.
  • B. Newton Public Schools
    Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
  • C. Athol-Royalston Regional School District
    Athol-Royalston Regional School District is a public school district serving students in the towns of Athol and Royalston in north-central Massachusetts.
  • D. Stoneham Public Schools
    Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
  • E. Cabot School District
    Cabot School District is a public school district in Arkansas that provides K–12 education to students in Cabot and surrounding communities, including Ward.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3da9d7e988190a5e3991c7123f9b0 completed April 18, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ed472d48190bc6aed49464dc1ff completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012fe2a1b081909483baef845cc2c1 completed May 11, 2026, 1:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0130c2ad9881909d8a8b64ebb59aa6 completed May 11, 2026, 1:28 a.m.
Created at: April 10, 2026, 5:33 a.m.