Triple

T3059334
Position Surface form Disambiguated ID Type / Status
Subject Fayette County Public Schools (Georgia) E60557 entity
Predicate operates P24 FINISHED
Object Bennett’s Mill Middle School
Bennett’s Mill Middle School is a public middle school in Fayette County, Georgia, serving students in grades six through eight within the Fayette County Public Schools system.
 E321940 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: Bennett’s Mill Middle School | Statement: [Fayette County Public Schools (Georgia), operates, Bennett’s Mill Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bennett’s Mill Middle School
Context triple: [Fayette County Public Schools (Georgia), operates, Bennett’s Mill Middle School]
  • A. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • B. Brown Middle School
    Brown Middle School is a public middle school located in Newton, Massachusetts, serving students in the Newton Public Schools district.
  • C. Bigelow Middle School
    Bigelow Middle School is a public middle school in Newton, Massachusetts, serving students in the Newton Public Schools district.
  • D. Medlin Middle School
    Medlin Middle School is a public middle school serving students in the Roanoke, Texas area.
  • E. Linwood Middle School
    Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, New Jersey.
  • 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: Bennett’s Mill Middle School
Triple: [Fayette County Public Schools (Georgia), operates, Bennett’s Mill Middle School]
Generated description
Bennett’s Mill Middle School is a public middle school in Fayette County, Georgia, serving students in grades six through eight within the Fayette County Public Schools system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bennett’s Mill Middle School
Target entity description: Bennett’s Mill Middle School is a public middle school in Fayette County, Georgia, serving students in grades six through eight within the Fayette County Public Schools system.
  • A. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • B. Brown Middle School
    Brown Middle School is a public middle school located in Newton, Massachusetts, serving students in the Newton Public Schools district.
  • C. Bigelow Middle School
    Bigelow Middle School is a public middle school in Newton, Massachusetts, serving students in the Newton Public Schools district.
  • D. Medlin Middle School
    Medlin Middle School is a public middle school serving students in the Roanoke, Texas area.
  • E. Linwood Middle School
    Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, New Jersey.
  • 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_69ad8578137c81908259dcb27c7d6d7c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ad9e9cf9188190b43f50edc009030d completed March 8, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef0b989c819094daaf222bf01d02 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1efdd73188190b7a47fc2a1d627d1 completed March 11, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69b1f062abf48190ab891463c5b33622 completed March 11, 2026, 10:44 p.m.
Created at: March 8, 2026, 3:02 p.m.