Triple

T10378855
Position Surface form Disambiguated ID Type / Status
Subject Johnsburg, Illinois E244579 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Johnsburg School District 12
Johnsburg School District 12 is a public school district serving students in the village of Johnsburg and surrounding areas in northern Illinois.
E859822 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: Johnsburg School District 12 | Statement: [Johnsburg, Illinois, hasSchoolDistrict, Johnsburg School District 12]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnsburg School District 12
Context triple: [Johnsburg, Illinois, hasSchoolDistrict, Johnsburg School District 12]
  • A. Jordan School District
    Jordan School District is a large public school district in the southwestern Salt Lake Valley of Utah, serving multiple communities including West Jordan with K–12 educational services.
  • B. Joel E. Barber School District
    Joel E. Barber School District is a public school district serving students in the rural area of Laclede County, Missouri.
  • C. St. John–Hudson USD 350
    St. John–Hudson USD 350 is a public unified school district serving the educational needs of students in and around the communities of St. John and Hudson in Stafford County, Kansas.
  • D. Southgate Community School District
    Southgate Community School District is a public school system serving students in the city of Southgate, Michigan.
  • E. Redford Union School District
    Redford Union School District is a public school district serving students in and around Redford Township, Michigan.
  • 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: Johnsburg School District 12
Triple: [Johnsburg, Illinois, hasSchoolDistrict, Johnsburg School District 12]
Generated description
Johnsburg School District 12 is a public school district serving students in the village of Johnsburg and surrounding areas in northern Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnsburg School District 12
Target entity description: Johnsburg School District 12 is a public school district serving students in the village of Johnsburg and surrounding areas in northern Illinois.
  • A. Jordan School District
    Jordan School District is a large public school district in the southwestern Salt Lake Valley of Utah, serving multiple communities including West Jordan with K–12 educational services.
  • B. Joel E. Barber School District
    Joel E. Barber School District is a public school district serving students in the rural area of Laclede County, Missouri.
  • C. St. John–Hudson USD 350
    St. John–Hudson USD 350 is a public unified school district serving the educational needs of students in and around the communities of St. John and Hudson in Stafford County, Kansas.
  • D. Southgate Community School District
    Southgate Community School District is a public school system serving students in the city of Southgate, Michigan.
  • E. Redford Union School District
    Redford Union School District is a public school district serving students in and around Redford Township, Michigan.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e98fead88190ace49f34b8a27c25 completed April 7, 2026, 11:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7957e52108190a8d262b30a7d2780 completed April 9, 2026, 12:03 p.m.
NEDg Description generation batch_69d798e3dba08190911fc9fec5d2c8e2 completed April 9, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69d79a6086fc8190ab8454a216dfda8c completed April 9, 2026, 12:24 p.m.
Created at: April 6, 2026, 12:03 p.m.