Triple

T5552428
Position Surface form Disambiguated ID Type / Status
Subject Redford Township, Michigan E145557 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Redford Union School District
Redford Union School District is a public school district serving students in and around Redford Township, Michigan.
E536011 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: Redford Union School District | Statement: [Redford Township, Michigan, hasSchoolDistrict, Redford Union School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Redford Union School District
Context triple: [Redford Township, Michigan, hasSchoolDistrict, Redford Union 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. Blodgett School District
    Blodgett School District is a local public school district serving the educational needs of students in the rural community of Blodgett, Oregon.
  • C. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • D. Reed Union School District
    Reed Union School District is a public school district serving elementary and middle school students in the Tiburon area of Marin County, California.
  • E. Greendale School District
    Greendale School District is a public school system serving the educational needs of students in the suburban community of Greendale, Wisconsin.
  • 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: Redford Union School District
Triple: [Redford Township, Michigan, hasSchoolDistrict, Redford Union School District]
Generated description
Redford Union School District is a public school district serving students in and around Redford Township, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Redford Union School District
Target entity description: Redford Union School District is a public school district serving students in and around Redford Township, 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. Blodgett School District
    Blodgett School District is a local public school district serving the educational needs of students in the rural community of Blodgett, Oregon.
  • C. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • D. Reed Union School District
    Reed Union School District is a public school district serving elementary and middle school students in the Tiburon area of Marin County, California.
  • E. Greendale School District
    Greendale School District is a public school system serving the educational needs of students in the suburban community of Greendale, Wisconsin.
  • 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_69c04cf6d9f48190a3ee3446973c7381 completed March 22, 2026, 8:11 p.m.
NEDg Description generation batch_69c04e8422dc8190879ee52bd6850565 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3963888190b1c85b3bb9ff5d44 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:35 p.m.