Triple

T5552429
Position Surface form Disambiguated ID Type / Status
Subject Redford Township, Michigan E145557 entity
Predicate hasSchoolDistrict P226 FINISHED
Object South Redford School District
South Redford School District is a public school district serving students in the Redford Township area of Michigan.
E530162 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: South Redford School District | Statement: [Redford Township, Michigan, hasSchoolDistrict, South Redford School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Redford School District
Context triple: [Redford Township, Michigan, hasSchoolDistrict, South Redford School District]
  • A. Three Rivers School District
    Three Rivers School District is a public school district serving students in communities across Josephine County in southwestern Oregon.
  • B. Rogers School District
    Rogers School District is a public school system serving students in and around the city of Rogers in northwest Arkansas.
  • C. Holmes District School Board
    Holmes District School Board is the public school district responsible for overseeing and operating public schools in Holmes County, Florida.
  • D. West District School
    West District School is a public elementary school serving students in the town of Farmington, Connecticut.
  • E. Central School District
    Central School District is a public school district serving students in the Rancho Cucamonga area of Southern California.
  • 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: South Redford School District
Triple: [Redford Township, Michigan, hasSchoolDistrict, South Redford School District]
Generated description
South Redford School District is a public school district serving students in the Redford Township area of Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Redford School District
Target entity description: South Redford School District is a public school district serving students in the Redford Township area of Michigan.
  • A. Three Rivers School District
    Three Rivers School District is a public school district serving students in communities across Josephine County in southwestern Oregon.
  • B. Rogers School District
    Rogers School District is a public school system serving students in and around the city of Rogers in northwest Arkansas.
  • C. Holmes District School Board
    Holmes District School Board is the public school district responsible for overseeing and operating public schools in Holmes County, Florida.
  • D. West District School
    West District School is a public elementary school serving students in the town of Farmington, Connecticut.
  • E. Central School District
    Central School District is a public school district serving students in the Rancho Cucamonga area of Southern California.
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01ff872bc81908e14776f7ba4154e completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0283878d88190ac60064e604aa002 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0407824dc81908bc6a9662e0dbe7a completed March 22, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04141ea408190aba1463d56ad6b7d completed March 22, 2026, 7:21 p.m.
Created at: March 22, 2026, 3:35 p.m.